{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03180749,0.0006522531,0.001231056,0.006435736,0.008034339,0.01172197,0.005695871,0.02185434,0.03020021],"category_scores_gemma":[0.165533,0.0007397964,0.001063784,0.003090169,0.02457154,0.01490237,0.006532438,0.02058198,0.00689229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097482,"about_ca_system_score_gemma":0.01331238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009629887,"about_ca_topic_score_gemma":0.008143155,"domain_scores_codex":[0.9802035,0.008454718,0.001295091,0.003019458,0.004599092,0.002428182],"domain_scores_gemma":[0.9149713,0.05178474,0.003376201,0.004842723,0.01789055,0.007134404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006197581,0.00003392686,0.001811242,0.0001520654,0.0000168153,0.0002725774,0.001576532,0.00003867186,0.0001071772,0.508432,0.4547731,0.03272389],"study_design_scores_gemma":[0.00008481453,0.00002469788,0.001446564,0.001239071,0.0000360579,0.001309475,0.003864407,0.0002715525,0.0003138835,0.3491659,0.6421902,0.00005334025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001892613,0.004605883,0.001622626,0.9425349,0.01312175,0.00002869255,0.000258369,0.00003811509,0.03589709],"genre_scores_gemma":[0.1137834,0.005315647,0.002746711,0.7931865,0.05969124,0.0001837611,0.0005722412,0.0001995613,0.02432084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03180749,"threshold_uncertainty_score":0.168216,"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."}}