{"id":"W4231260222","doi":"10.1377/hlthaff.2013.1311","title":"Diagnostic Debate","year":2014,"lang":"en","type":"article","venue":"Health Affairs","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Census; Psychiatry; Mental health; Health care; Acquittal; Psychology; Medicine; Family medicine; Political science; Law; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0001689107,0.00008539825,0.0002023771,0.00005809662,0.00008277368,0.000005297552,0.0000354527,0.00006437288,0.000128166],"category_scores_gemma":[0.0002004824,0.00006474225,0.00005421972,0.0001123951,0.00002949676,0.00002109237,0.00001058988,0.0002026181,0.0005734903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004092105,"about_ca_system_score_gemma":0.00009852107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005344554,"about_ca_topic_score_gemma":0.00002562622,"domain_scores_codex":[0.9991902,0.00003584814,0.0001886929,0.0001615373,0.0001310635,0.0002926359],"domain_scores_gemma":[0.99921,0.0001817183,0.00004623374,0.000217062,0.00002209582,0.0003228915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003370319,0.00137152,0.08488712,0.002418888,0.0002796529,0.0003565571,0.00573426,0.0001120509,0.0001754453,0.02425888,0.3532756,0.5267929],"study_design_scores_gemma":[0.006413241,0.001865734,0.263139,0.001524908,0.0001119592,0.0006487254,0.0006273855,0.001066846,0.0004220842,0.001212746,0.7225749,0.0003924404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5958195,0.008050123,0.001290693,0.1694009,0.001783856,0.001637203,0.000006633643,0.0008723597,0.2211387],"genre_scores_gemma":[0.9941003,0.0007552719,0.0003158402,0.003946723,0.0002875,0.00000787882,0.00001792829,0.00001847916,0.0005500225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5264005,"threshold_uncertainty_score":0.7371249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043561715982658,"score_gpt":0.2694303759476209,"score_spread":0.2589947587877943,"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."}}