| {
|
| "meta": {
|
| "seed": 42,
|
| "B_main_bootstrap": 5000,
|
| "B_small_bootstrap": 600,
|
| "B_item6": 2000,
|
| "n_null_sims": 2000,
|
| "n_mcnemar_sims": 2000,
|
| "models_loaded": {
|
| "A": "floor16",
|
| "B": "floor16_sonnet",
|
| "C": "floor16_ollama",
|
| "D": "floor16_mistral",
|
| "E": "floor16_qwen3",
|
| "F": "floor16_phi3"
|
| },
|
| "extra_t0_dirs_skipped": [
|
| [
|
| "floor16_ollama_t0",
|
| 0
|
| ],
|
| [
|
| "floor16_mistral_t0",
|
| 0
|
| ],
|
| [
|
| "floor16_qwen3_t0",
|
| 0
|
| ],
|
| [
|
| "floor16_phi3_t0",
|
| 1
|
| ]
|
| ],
|
| "canonical_vignette_count": 16,
|
| "split_enumeration": {
|
| "R=3": {
|
| "n_splits": 2100,
|
| "replicates_used_per_split": 6,
|
| "replicates_unused_per_split": 4
|
| },
|
| "R=5": {
|
| "n_splits": 126,
|
| "replicates_used_per_split": 10,
|
| "replicates_unused_per_split": 0
|
| }
|
| },
|
| "runtime_seconds": {
|
| "bootstrap_items_1_2_3_5": 131.5,
|
| "leave_one_vignette_out": 0.49,
|
| "item6_majority_vote_bootstrap": 20.4,
|
| "item7_null_simulation": 190.4,
|
| "item8_mcnemar_simulation": 4.9,
|
| "total": 348.8
|
| }
|
| },
|
| "verification": {
|
| "checks": [
|
| {
|
| "label": "pooled floor",
|
| "computed": 0.087,
|
| "published": 0.087
|
| },
|
| {
|
| "label": "pooled numerator",
|
| "computed": 374,
|
| "published": 374
|
| },
|
| {
|
| "label": "pooled denominator",
|
| "computed": 4320,
|
| "published": 4320
|
| },
|
| {
|
| "label": "escalate_icu floor",
|
| "computed": 0.022,
|
| "published": 0.022
|
| },
|
| {
|
| "label": "cs_caution floor",
|
| "computed": 0.179,
|
| "published": 0.179
|
| },
|
| {
|
| "label": "R=3 floor",
|
| "computed": 0.063,
|
| "published": 0.063
|
| },
|
| {
|
| "label": "R=5 floor",
|
| "computed": 0.053,
|
| "published": 0.053
|
| }
|
| ],
|
| "mismatches": [],
|
| "ok": true
|
| },
|
| "item1_per_model_action_floors": {
|
| "B_values": [
|
| 600,
|
| 5000
|
| ],
|
| "models": {
|
| "A": {
|
| "actions": {
|
| "admit": {
|
| "num": 102,
|
| "den": 720,
|
| "floor": 0.14166666666666666,
|
| "ci": {
|
| "B=600": [
|
| 0.05138888888888889,
|
| 0.23333333333333334
|
| ],
|
| "B=5000": [
|
| 0.05138888888888889,
|
| 0.24166666666666667
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 18,
|
| "den": 720,
|
| "floor": 0.025,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0625
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0625
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 129,
|
| "den": 720,
|
| "floor": 0.17916666666666667,
|
| "ci": {
|
| "B=600": [
|
| 0.06944444444444445,
|
| 0.29444444444444445
|
| ],
|
| "B=5000": [
|
| 0.06388888888888888,
|
| 0.29583333333333334
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 16,
|
| "den": 720,
|
| "floor": 0.022222222222222223,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.06666666666666667
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.06666666666666667
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 55,
|
| "den": 720,
|
| "floor": 0.0763888888888889,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.16944444444444445
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.17083333333333334
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 54,
|
| "den": 720,
|
| "floor": 0.075,
|
| "ci": {
|
| "B=600": [
|
| 0.0125,
|
| 0.16666666666666666
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.16666666666666666
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 374,
|
| "den": 4320,
|
| "floor": 0.08657407407407407,
|
| "ci": {
|
| "B=600": [
|
| 0.05648148148148148,
|
| 0.11712962962962963
|
| ],
|
| "B=5000": [
|
| 0.05578703703703704,
|
| 0.11689814814814815
|
| ]
|
| }
|
| }
|
| },
|
| "B": {
|
| "actions": {
|
| "admit": {
|
| "num": 10,
|
| "den": 240,
|
| "floor": 0.041666666666666664,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.10416666666666667
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.10416666666666667
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 8,
|
| "den": 240,
|
| "floor": 0.03333333333333333,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.1
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.1
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 48,
|
| "den": 240,
|
| "floor": 0.2,
|
| "ci": {
|
| "B=600": [
|
| 0.1,
|
| 0.3333333333333333
|
| ],
|
| "B=5000": [
|
| 0.06666666666666667,
|
| 0.3333333333333333
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 5,
|
| "den": 240,
|
| "floor": 0.020833333333333332,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0625
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0625
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 16,
|
| "den": 240,
|
| "floor": 0.06666666666666667,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.16666666666666666
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.16666666666666666
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 9,
|
| "den": 240,
|
| "floor": 0.0375,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.1125
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.1125
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 96,
|
| "den": 1440,
|
| "floor": 0.06666666666666667,
|
| "ci": {
|
| "B=600": [
|
| 0.03888888888888889,
|
| 0.09513888888888888
|
| ],
|
| "B=5000": [
|
| 0.03819444444444445,
|
| 0.09583333333333334
|
| ]
|
| }
|
| }
|
| },
|
| "C": {
|
| "actions": {
|
| "admit": {
|
| "num": 159,
|
| "den": 720,
|
| "floor": 0.22083333333333333,
|
| "ci": {
|
| "B=600": [
|
| 0.10555555555555556,
|
| 0.34305555555555556
|
| ],
|
| "B=5000": [
|
| 0.10972222222222222,
|
| 0.3388888888888889
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 65,
|
| "den": 720,
|
| "floor": 0.09027777777777778,
|
| "ci": {
|
| "B=600": [
|
| 0.022222222222222223,
|
| 0.17777777777777778
|
| ],
|
| "B=5000": [
|
| 0.022222222222222223,
|
| 0.18055555555555555
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 107,
|
| "den": 720,
|
| "floor": 0.1486111111111111,
|
| "ci": {
|
| "B=600": [
|
| 0.059722222222222225,
|
| 0.24722222222222223
|
| ],
|
| "B=5000": [
|
| 0.058333333333333334,
|
| 0.24861111111111112
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 43,
|
| "den": 720,
|
| "floor": 0.059722222222222225,
|
| "ci": {
|
| "B=600": [
|
| 0.0125,
|
| 0.11666666666666667
|
| ],
|
| "B=5000": [
|
| 0.0125,
|
| 0.11666666666666667
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 316,
|
| "den": 720,
|
| "floor": 0.4388888888888889,
|
| "ci": {
|
| "B=600": [
|
| 0.39444444444444443,
|
| 0.4791666666666667
|
| ],
|
| "B=5000": [
|
| 0.39305555555555555,
|
| 0.4777777777777778
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 238,
|
| "den": 720,
|
| "floor": 0.33055555555555555,
|
| "ci": {
|
| "B=600": [
|
| 0.2375,
|
| 0.41944444444444445
|
| ],
|
| "B=5000": [
|
| 0.22916666666666666,
|
| 0.4263888888888889
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 928,
|
| "den": 4320,
|
| "floor": 0.21481481481481482,
|
| "ci": {
|
| "B=600": [
|
| 0.17824074074074073,
|
| 0.24768518518518517
|
| ],
|
| "B=5000": [
|
| 0.18171296296296297,
|
| 0.24837962962962962
|
| ]
|
| }
|
| }
|
| },
|
| "D": {
|
| "actions": {
|
| "admit": {
|
| "num": 33,
|
| "den": 720,
|
| "floor": 0.04583333333333333,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.125
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.125
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 40,
|
| "den": 720,
|
| "floor": 0.05555555555555555,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.13333333333333333
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.14444444444444443
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 106,
|
| "den": 720,
|
| "floor": 0.14722222222222223,
|
| "ci": {
|
| "B=600": [
|
| 0.05555555555555555,
|
| 0.26805555555555555
|
| ],
|
| "B=5000": [
|
| 0.044444444444444446,
|
| 0.2625
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 41,
|
| "den": 720,
|
| "floor": 0.05694444444444444,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.1361111111111111
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.1388888888888889
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 191,
|
| "den": 720,
|
| "floor": 0.2652777777777778,
|
| "ci": {
|
| "B=600": [
|
| 0.1638888888888889,
|
| 0.3680555555555556
|
| ],
|
| "B=5000": [
|
| 0.1527777777777778,
|
| 0.3763888888888889
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 0,
|
| "den": 720,
|
| "floor": 0.0,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 411,
|
| "den": 4320,
|
| "floor": 0.09513888888888888,
|
| "ci": {
|
| "B=600": [
|
| 0.06898148148148148,
|
| 0.12685185185185185
|
| ],
|
| "B=5000": [
|
| 0.06712962962962964,
|
| 0.12523148148148147
|
| ]
|
| }
|
| }
|
| },
|
| "E": {
|
| "actions": {
|
| "admit": {
|
| "num": 25,
|
| "den": 720,
|
| "floor": 0.034722222222222224,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.10416666666666667
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.10416666666666667
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 9,
|
| "den": 720,
|
| "floor": 0.0125,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0375
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0375
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 75,
|
| "den": 720,
|
| "floor": 0.10416666666666667,
|
| "ci": {
|
| "B=600": [
|
| 0.0125,
|
| 0.20833333333333334
|
| ],
|
| "B=5000": [
|
| 0.0125,
|
| 0.20833333333333334
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 0,
|
| "den": 720,
|
| "floor": 0.0,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 0,
|
| "den": 720,
|
| "floor": 0.0,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 0,
|
| "den": 720,
|
| "floor": 0.0,
|
| "ci": {
|
| "B=600": [
|
| 0.0,
|
| 0.0
|
| ],
|
| "B=5000": [
|
| 0.0,
|
| 0.0
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 109,
|
| "den": 4320,
|
| "floor": 0.025231481481481483,
|
| "ci": {
|
| "B=600": [
|
| 0.0020833333333333333,
|
| 0.05555555555555555
|
| ],
|
| "B=5000": [
|
| 0.0020833333333333333,
|
| 0.05555555555555555
|
| ]
|
| }
|
| }
|
| },
|
| "F": {
|
| "actions": {
|
| "admit": {
|
| "num": 225,
|
| "den": 720,
|
| "floor": 0.3125,
|
| "ci": {
|
| "B=600": [
|
| 0.2111111111111111,
|
| 0.4111111111111111
|
| ],
|
| "B=5000": [
|
| 0.20833333333333334,
|
| 0.4111111111111111
|
| ]
|
| }
|
| },
|
| "any_opioid": {
|
| "num": 80,
|
| "den": 720,
|
| "floor": 0.1111111111111111,
|
| "ci": {
|
| "B=600": [
|
| 0.034722222222222224,
|
| 0.21666666666666667
|
| ],
|
| "B=5000": [
|
| 0.029166666666666667,
|
| 0.20694444444444443
|
| ]
|
| }
|
| },
|
| "cs_caution": {
|
| "num": 127,
|
| "den": 702,
|
| "floor": 0.18091168091168092,
|
| "ci": {
|
| "B=600": [
|
| 0.07735583684950774,
|
| 0.30158730158730157
|
| ],
|
| "B=5000": [
|
| 0.0763888888888889,
|
| 0.28973277074542897
|
| ]
|
| }
|
| },
|
| "escalate_icu": {
|
| "num": 45,
|
| "den": 720,
|
| "floor": 0.0625,
|
| "ci": {
|
| "B=600": [
|
| 0.025,
|
| 0.1125
|
| ],
|
| "B=5000": [
|
| 0.025,
|
| 0.1125
|
| ]
|
| }
|
| },
|
| "high_acuity": {
|
| "num": 223,
|
| "den": 720,
|
| "floor": 0.30972222222222223,
|
| "ci": {
|
| "B=600": [
|
| 0.19722222222222222,
|
| 0.41388888888888886
|
| ],
|
| "B=5000": [
|
| 0.19722222222222222,
|
| 0.41805555555555557
|
| ]
|
| }
|
| },
|
| "referral": {
|
| "num": 320,
|
| "den": 720,
|
| "floor": 0.4444444444444444,
|
| "ci": {
|
| "B=600": [
|
| 0.39305555555555555,
|
| 0.49444444444444446
|
| ],
|
| "B=5000": [
|
| 0.3861111111111111,
|
| 0.49444444444444446
|
| ]
|
| }
|
| }
|
| },
|
| "pooled": {
|
| "num": 1020,
|
| "den": 4302,
|
| "floor": 0.23709902370990238,
|
| "ci": {
|
| "B=600": [
|
| 0.19595536959553697,
|
| 0.286512928022362
|
| ],
|
| "B=5000": [
|
| 0.19409576940957693,
|
| 0.28379629629629627
|
| ]
|
| }
|
| }
|
| }
|
| }
|
| },
|
| "item2_modelA_cs_caution_vs_escalate_icu": {
|
| "observed": {
|
| "cs_caution": 0.17916666666666667,
|
| "escalate_icu": 0.022222222222222223,
|
| "difference": 0.15694444444444444,
|
| "ratio": 8.0625
|
| },
|
| "difference_ci_B5000": [
|
| 0.05138888888888889,
|
| 0.26944444444444443
|
| ],
|
| "ratio": {
|
| "n_resamples": 5000,
|
| "n_icu_floor_zero": 1784,
|
| "fraction_icu_floor_zero": 0.3568,
|
| "bounded": false,
|
| "finite_subset_ci": [
|
| 2.270833333333333,
|
| 12.6875
|
| ],
|
| "note": "ratio CI is not a valid bounded interval: in 35.7% of resamples the escalate_icu floor is 0 (no disagreeing pair among the 16 resampled vignettes), making cs_caution/escalate_icu undefined (division by zero) rather than merely large. The finite_subset_ci excludes those draws and understates the true spread."
|
| }
|
| },
|
| "item3_pairwise_model_pooled_floor_diffs": [
|
| {
|
| "pair": "A-B",
|
| "observed_diff": 0.0199074074074074,
|
| "ci_B5000": [
|
| 0.001388888888888884,
|
| 0.037500000000000006
|
| ]
|
| },
|
| {
|
| "pair": "A-C",
|
| "observed_diff": -0.12824074074074077,
|
| "ci_B5000": [
|
| -0.1703703703703704,
|
| -0.0824074074074074
|
| ]
|
| },
|
| {
|
| "pair": "A-D",
|
| "observed_diff": -0.008564814814814817,
|
| "ci_B5000": [
|
| -0.05717592592592592,
|
| 0.03680555555555555
|
| ]
|
| },
|
| {
|
| "pair": "A-E",
|
| "observed_diff": 0.06134259259259259,
|
| "ci_B5000": [
|
| 0.028240740740740736,
|
| 0.09444444444444444
|
| ]
|
| },
|
| {
|
| "pair": "A-F",
|
| "observed_diff": -0.1505249496358283,
|
| "ci_B5000": [
|
| -0.21269661397799472,
|
| -0.09065921267179128
|
| ]
|
| },
|
| {
|
| "pair": "B-C",
|
| "observed_diff": -0.14814814814814814,
|
| "ci_B5000": [
|
| -0.1935185185185185,
|
| -0.10115740740740739
|
| ]
|
| },
|
| {
|
| "pair": "B-D",
|
| "observed_diff": -0.028472222222222218,
|
| "ci_B5000": [
|
| -0.07199074074074073,
|
| 0.011805555555555555
|
| ]
|
| },
|
| {
|
| "pair": "B-E",
|
| "observed_diff": 0.041435185185185186,
|
| "ci_B5000": [
|
| 0.00856481481481481,
|
| 0.0736111111111111
|
| ]
|
| },
|
| {
|
| "pair": "B-F",
|
| "observed_diff": -0.17043235704323573,
|
| "ci_B5000": [
|
| -0.2295859538784067,
|
| -0.11177800974251913
|
| ]
|
| },
|
| {
|
| "pair": "C-D",
|
| "observed_diff": 0.11967592592592594,
|
| "ci_B5000": [
|
| 0.0662037037037037,
|
| 0.1685185185185185
|
| ]
|
| },
|
| {
|
| "pair": "C-E",
|
| "observed_diff": 0.18958333333333333,
|
| "ci_B5000": [
|
| 0.13634259259259257,
|
| 0.2333333333333333
|
| ]
|
| },
|
| {
|
| "pair": "C-F",
|
| "observed_diff": -0.02228420889508756,
|
| "ci_B5000": [
|
| -0.058011482254697266,
|
| 0.011846234309623449
|
| ]
|
| },
|
| {
|
| "pair": "D-E",
|
| "observed_diff": 0.0699074074074074,
|
| "ci_B5000": [
|
| 0.04236111111111111,
|
| 0.10162037037037037
|
| ]
|
| },
|
| {
|
| "pair": "D-F",
|
| "observed_diff": -0.1419601348210135,
|
| "ci_B5000": [
|
| -0.2001733689756702,
|
| -0.0888178496868476
|
| ]
|
| },
|
| {
|
| "pair": "E-F",
|
| "observed_diff": -0.21186754222842089,
|
| "ci_B5000": [
|
| -0.26700736488053817,
|
| -0.15550046392948272
|
| ]
|
| }
|
| ],
|
| "item4_leave_one_vignette_out": {
|
| "A": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.08,
|
| "max_pooled_floor": 0.09234567901234568,
|
| "cs_minus_icu_min": 0.1303703703703704,
|
| "cs_minus_icu_max": 0.16740740740740742
|
| },
|
| "B": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.05925925925925926,
|
| "max_pooled_floor": 0.07111111111111111
|
| },
|
| "C": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.2074074074074074,
|
| "max_pooled_floor": 0.22296296296296297
|
| },
|
| "D": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.08493827160493828,
|
| "max_pooled_floor": 0.10148148148148148
|
| },
|
| "E": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.013333333333333334,
|
| "max_pooled_floor": 0.02691358024691358
|
| },
|
| "F": {
|
| "n_deletions": 16,
|
| "min_pooled_floor": 0.22271825396825398,
|
| "max_pooled_floor": 0.24776785714285715
|
| }
|
| },
|
| "item5_excluding_cs_caution": {
|
| "excluded": "cs_caution",
|
| "models": {
|
| "A": {
|
| "num": 245,
|
| "den": 3600,
|
| "floor": 0.06805555555555555,
|
| "ci_B5000": [
|
| 0.03638888888888889,
|
| 0.10138888888888889
|
| ]
|
| },
|
| "B": {
|
| "num": 48,
|
| "den": 1200,
|
| "floor": 0.04,
|
| "ci_B5000": [
|
| 0.015,
|
| 0.07
|
| ]
|
| },
|
| "C": {
|
| "num": 821,
|
| "den": 3600,
|
| "floor": 0.22805555555555557,
|
| "ci_B5000": [
|
| 0.18472222222222223,
|
| 0.2713888888888889
|
| ]
|
| },
|
| "D": {
|
| "num": 305,
|
| "den": 3600,
|
| "floor": 0.08472222222222223,
|
| "ci_B5000": [
|
| 0.05305555555555556,
|
| 0.11805555555555555
|
| ]
|
| },
|
| "E": {
|
| "num": 34,
|
| "den": 3600,
|
| "floor": 0.009444444444444445,
|
| "ci_B5000": [
|
| 0.0,
|
| 0.028333333333333332
|
| ]
|
| },
|
| "F": {
|
| "num": 893,
|
| "den": 3600,
|
| "floor": 0.24805555555555556,
|
| "ci_B5000": [
|
| 0.20805555555555555,
|
| 0.2891666666666667
|
| ]
|
| }
|
| },
|
| "modelA_majority_vote_excl_cs_caution": {
|
| "curve": {
|
| "1": {
|
| "flips": 245,
|
| "total": 3600,
|
| "rate": 0.06805555555555555
|
| },
|
| "3": {
|
| "flips": 7270,
|
| "total": 168000,
|
| "rate": 0.04327380952380953
|
| },
|
| "5": {
|
| "flips": 321,
|
| "total": 10080,
|
| "rate": 0.03184523809523809
|
| }
|
| },
|
| "reduction_1_minus_f5_f1": 0.532069970845481
|
| }
|
| },
|
| "item6_majority_vote_reduction": {
|
| "B": 2000,
|
| "models": {
|
| "A": {
|
| "n_reps": 10,
|
| "f1_observed": 0.08657407407407407,
|
| "f5_observed": 0.05257936507936508,
|
| "reduction_observed": 0.3926661573720397,
|
| "reduction_ci": [
|
| 0.1809421841541755,
|
| 0.6383075523202912
|
| ],
|
| "n_valid_resamples": 2000,
|
| "n_splits_R1": 45,
|
| "n_splits_R5": 126
|
| },
|
| "C": {
|
| "n_reps": 10,
|
| "f1_observed": 0.21481481481481482,
|
| "f5_observed": 0.1130952380952381,
|
| "reduction_observed": 0.4735221674876847,
|
| "reduction_ci": [
|
| 0.3057142857142857,
|
| 0.6463628396143734
|
| ],
|
| "n_valid_resamples": 2000,
|
| "n_splits_R1": 45,
|
| "n_splits_R5": 126
|
| },
|
| "D": {
|
| "n_reps": 10,
|
| "f1_observed": 0.09513888888888888,
|
| "f5_observed": 0.08779761904761904,
|
| "reduction_observed": 0.07716371220020857,
|
| "reduction_ci": [
|
| -0.2276785714285714,
|
| 0.4189920866305705
|
| ],
|
| "n_valid_resamples": 2000,
|
| "n_splits_R1": 45,
|
| "n_splits_R5": 126
|
| },
|
| "E": {
|
| "n_reps": 10,
|
| "f1_observed": 0.025231481481481483,
|
| "f5_observed": 0.019345238095238096,
|
| "reduction_observed": 0.23328964613368286,
|
| "reduction_ci": [
|
| 0.017857142857142905,
|
| 1.0
|
| ],
|
| "n_valid_resamples": 1977,
|
| "n_splits_R1": 45,
|
| "n_splits_R5": 126
|
| },
|
| "F": {
|
| "n_reps": 10,
|
| "f1_observed": 0.23709902370990238,
|
| "f5_observed": 0.15236907730673316,
|
| "reduction_observed": 0.35736100924160197,
|
| "reduction_ci": [
|
| 0.11130989141566139,
|
| 0.6216388034712265
|
| ],
|
| "n_valid_resamples": 2000,
|
| "n_splits_R1": 45,
|
| "n_splits_R5": 126
|
| }
|
| }
|
| },
|
| "item7_null_simulation_sensitivity": {
|
| "observed_R5_floor": 0.053,
|
| "n_cells": 96,
|
| "plugin": {
|
| "n_sims": 2000,
|
| "mean": 0.04807886904761902,
|
| "ci_2.5_97.5": [
|
| 0.025049603174603176,
|
| 0.07341269841269842
|
| ]
|
| },
|
| "jeffreys": {
|
| "n_sims": 2000,
|
| "mean": 0.055382316468253985,
|
| "ci_2.5_97.5": [
|
| 0.030257936507936508,
|
| 0.08308531746031746
|
| ]
|
| }
|
| },
|
| "item8_mcnemar_simulation": {
|
| "null": {
|
| "16": {
|
| "mean_raw_flip_rate": 0.078,
|
| "mean_floor_expectation": 0.07719812500000017,
|
| "mean_delta2_excess": 0.0,
|
| "mcnemar_rejection_rate": 0.0
|
| },
|
| "50": {
|
| "mean_raw_flip_rate": 0.07634000000000035,
|
| "mean_floor_expectation": 0.0770608,
|
| "mean_delta2_excess": 0.0,
|
| "mcnemar_rejection_rate": 0.0045
|
| },
|
| "100": {
|
| "mean_raw_flip_rate": 0.07884000000000024,
|
| "mean_floor_expectation": 0.07820790000000008,
|
| "mean_delta2_excess": 0.0,
|
| "mcnemar_rejection_rate": 0.0135
|
| },
|
| "300": {
|
| "mean_raw_flip_rate": 0.07762666666666664,
|
| "mean_floor_expectation": 0.07790656666666677,
|
| "mean_delta2_excess": 0.0,
|
| "mcnemar_rejection_rate": 0.029
|
| }
|
| },
|
| "uniform": {
|
| "16": {
|
| "mean_raw_flip_rate": 0.12303125,
|
| "mean_floor_expectation": 0.11585437500000008,
|
| "mean_delta2_excess": 0.007134375000000042,
|
| "mcnemar_rejection_rate": 0.0035
|
| },
|
| "50": {
|
| "mean_raw_flip_rate": 0.12170999999999958,
|
| "mean_floor_expectation": 0.11545040000000005,
|
| "mean_delta2_excess": 0.007084399999999943,
|
| "mcnemar_rejection_rate": 0.146
|
| },
|
| "100": {
|
| "mean_raw_flip_rate": 0.12067500000000014,
|
| "mean_floor_expectation": 0.11503334999999974,
|
| "mean_delta2_excess": 0.007078549999999994,
|
| "mcnemar_rejection_rate": 0.4415
|
| },
|
| "300": {
|
| "mean_raw_flip_rate": 0.12211000000000043,
|
| "mean_floor_expectation": 0.11507104999999995,
|
| "mean_delta2_excess": 0.007086916666666667,
|
| "mcnemar_rejection_rate": 0.944
|
| }
|
| },
|
| "heterogeneous": {
|
| "16": {
|
| "mean_raw_flip_rate": 0.11665625,
|
| "mean_floor_expectation": 0.10963875,
|
| "mean_delta2_excess": 0.006083750000000046,
|
| "mcnemar_rejection_rate": 0.0
|
| },
|
| "50": {
|
| "mean_raw_flip_rate": 0.11733999999999982,
|
| "mean_floor_expectation": 0.11086419999999979,
|
| "mean_delta2_excess": 0.006101000000000001,
|
| "mcnemar_rejection_rate": 0.015
|
| },
|
| "100": {
|
| "mean_raw_flip_rate": 0.11704500000000019,
|
| "mean_floor_expectation": 0.11063449999999994,
|
| "mean_delta2_excess": 0.006088499999999991,
|
| "mcnemar_rejection_rate": 0.021
|
| },
|
| "300": {
|
| "mean_raw_flip_rate": 0.11706166666666681,
|
| "mean_floor_expectation": 0.11050250000000005,
|
| "mean_delta2_excess": 0.006087966666666683,
|
| "mcnemar_rejection_rate": 0.0525
|
| }
|
| }
|
| }
|
| } |
