{"id":"W4382242632","doi":"10.1097/cxa.0000000000000172","title":"Involuntary Treatment for Adult Nonoffenders With Substance Use Disorders?","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Involuntary treatment; Legislation; Medicine; Psychiatry; MEDLINE; Criminal justice; Mental health; Psychology; Political science; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00241296,0.0002520526,0.0009822672,0.00237024,0.0005789986,0.001882675,0.0009781977,0.001474099,0.007949722],"category_scores_gemma":[0.01654468,0.0001927214,0.001257737,0.002325973,0.0006563769,0.001335481,0.000813741,0.001273459,0.0003605917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580222,"about_ca_system_score_gemma":0.006331021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194424,"about_ca_topic_score_gemma":0.03342895,"domain_scores_codex":[0.9980479,0.0009508106,0.0004144869,0.0001146375,0.0003785611,0.00009350075],"domain_scores_gemma":[0.9918276,0.005177479,0.001947365,0.00009543406,0.0006900814,0.0002620549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006714063,0.000228205,0.00436106,0.3895846,0.000905902,0.0005126796,0.001467411,0.000112362,0.0002247426,0.003666366,0.01515059,0.5831147],"study_design_scores_gemma":[0.0005932118,0.000708299,0.02333417,0.844984,0.004414312,0.002202117,0.004009138,0.000120176,0.0003403278,0.002296678,0.1169531,0.00004448813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003935045,0.9897327,0.00007209746,0.00292979,0.0003626168,0.00005730952,0.0001348844,0.00000505562,0.002770488],"genre_scores_gemma":[0.05514837,0.9391629,0.0006220124,0.003805897,0.0004667059,0.0001454371,0.0001781235,0.000004267586,0.000466415],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01194424,"threshold_uncertainty_score":0.0265944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852977769186013,"score_gpt":0.2495373431381708,"score_spread":0.2110075654463107,"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."}}