{"id":"W7096112308","doi":"","title":"Authors Meldon Kahan, University of Toronto Eleanor Liu, Centre for Addiction and Mental Health","year":2016,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Addiction medicine; Mental illness; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003439604,0.0004809797,0.0007681517,0.00209569,0.002572415,0.003265965,0.001362818,0.001788475,0.1435058],"category_scores_gemma":[0.03419055,0.0004711833,0.0003700231,0.0009589494,0.001087172,0.001831829,0.001892313,0.003165154,0.03011412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008309803,"about_ca_system_score_gemma":0.01956395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0575996,"about_ca_topic_score_gemma":0.1797921,"domain_scores_codex":[0.9976352,0.000398362,0.000225843,0.0004724475,0.001013595,0.0002544229],"domain_scores_gemma":[0.9502522,0.003707702,0.001372897,0.0009615693,0.02290309,0.02080252],"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":[0.00006358224,0.0000168732,0.001453275,0.000115656,0.000005186167,0.0002834507,0.0004836293,0.00002644271,0.0001101154,0.0006312047,0.9615788,0.03523171],"study_design_scores_gemma":[0.00007432569,0.00006126278,0.01307882,0.0005865231,0.00003047622,0.001629543,0.003272538,0.0001349383,0.0004008133,0.0009102002,0.9797697,0.00005091545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01205146,0.03428848,0.002498936,0.6713375,0.185908,0.0006552888,0.004018783,0.0006454606,0.08859609],"genre_scores_gemma":[0.09035767,0.04173417,0.002403279,0.07279259,0.05610225,0.0006861715,0.00148319,0.0006449386,0.7337958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8564942,"threshold_uncertainty_score":0.4800748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238110550836078,"score_gpt":0.2517355704069541,"score_spread":0.2393544648985933,"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."}}