{"id":"W4251601374","doi":"10.1002/9781118445112.stat05252","title":"Predictive Values","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Predictive value; Positive predicative value; Sensitivity (control systems); Test (biology); Diagnostic test; Statistics; Medicine; Mathematics; Internal medicine; Biology; Pediatrics; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002445415,0.0006584413,0.001366354,0.0003088868,0.00006310886,0.00004121581,0.0002804638,0.0006999425,0.006944053],"category_scores_gemma":[0.02139758,0.0005448413,0.0001271541,0.0002084113,0.0004399072,0.0000192424,0.0001289452,0.001006988,0.001170551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139377,"about_ca_system_score_gemma":0.0005780398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004024345,"about_ca_topic_score_gemma":0.0002373334,"domain_scores_codex":[0.9966639,0.0001349331,0.0007729637,0.0009106933,0.0008833357,0.0006342219],"domain_scores_gemma":[0.9927067,0.004727992,0.0005671793,0.0009934169,0.0003297131,0.0006750642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000156063,0.0006881789,0.0008204243,0.0002212539,0.0002971511,0.0001629946,0.00003654995,0.000003666691,0.000003818496,0.003691113,0.9601278,0.033791],"study_design_scores_gemma":[0.003331942,0.002538531,0.004536119,0.01696747,0.001378098,0.00005651513,0.00008020513,0.001810128,0.000007019937,0.008446508,0.9598249,0.001022626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001937683,0.004706517,0.206699,0.0006802299,0.002285296,0.002059031,0.09947021,0.001719984,0.682186],"genre_scores_gemma":[0.001032522,0.01062191,0.1742565,0.001301654,0.002141913,0.00006143146,0.03035932,0.001079092,0.7791457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09695969,"threshold_uncertainty_score":0.9997003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820508748874046,"score_gpt":0.3625229182905345,"score_spread":0.324317830801794,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}