{"id":"W2007658703","doi":"10.1177/0269881109103797","title":"Recording of clinical information in a Scotland-wide drug deaths study","year":2009,"lang":"en","type":"article","venue":"Journal of Psychopharmacology","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Economic and Social Research Council","keywords":"Medicine; Ethnic group; Population; Psychiatry; Mental health; Medical record; Prison; Family medicine; Environmental health; Psychology","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":[0.002633493,0.0002102039,0.0004671755,0.004131984,0.0008270228,0.001373706,0.0005723376,0.0003918897,0.0009794795],"category_scores_gemma":[0.01488687,0.0003453992,0.0003278827,0.006001726,0.0004199411,0.0006717562,0.001685016,0.0005301284,0.0002475747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723152,"about_ca_system_score_gemma":0.001949239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06543989,"about_ca_topic_score_gemma":0.0914479,"domain_scores_codex":[0.9951842,0.001606614,0.0007657857,0.0003781194,0.001403256,0.0006619705],"domain_scores_gemma":[0.9848652,0.002853243,0.00788049,0.0008654002,0.002694504,0.000841232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024796,0.0000336716,0.9909046,0.00009302491,0.00002288434,0.0005763665,0.001999278,0.00002888276,0.000337041,0.00005113763,0.0007681585,0.005082445],"study_design_scores_gemma":[0.000007832152,0.00006632297,0.9960097,0.00004581755,0.000009341696,0.0004763835,0.001719888,0.00006130808,0.00009632706,0.00001312165,0.001485914,0.000008007157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937094,0.0003755115,0.000190085,0.0001774757,0.000015712,0.0001276855,0.004470353,0.000006620373,0.0009271098],"genre_scores_gemma":[0.9939646,0.0003744174,0.0005184658,0.0001194166,0.00002416935,0.0001077873,0.004596411,0.000004119982,0.000290619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06543989,"threshold_uncertainty_score":0.130118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266990196846668,"score_gpt":0.4395325664307697,"score_spread":0.406862664462303,"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."}}