{"id":"W2898634782","doi":"10.1080/07347324.2019.1540529","title":"Alcoholism Treatment Quarterly","year":2018,"lang":"en","type":"article","venue":"Alcoholism Treatment Quarterly","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychiatry; Addiction treatment; Quarter (Canadian coin); Substance use; Psychology; Alcoholics Anonymous; Medicine; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.001334074,0.000350535,0.000451586,0.0009069113,0.00301013,0.002385147,0.000604491,0.002031213,0.1872113],"category_scores_gemma":[0.006852177,0.0003560292,0.0003618796,0.0005936762,0.0005526714,0.001256838,0.001896002,0.002711063,0.06227925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175318,"about_ca_system_score_gemma":0.005169705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008443942,"about_ca_topic_score_gemma":0.03833912,"domain_scores_codex":[0.9985805,0.0002351623,0.0001506709,0.0001136747,0.0006945828,0.0002253785],"domain_scores_gemma":[0.9940455,0.000352788,0.0004001295,0.0002898599,0.00256148,0.002350161],"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":[0.00001464886,0.00009471508,0.001479241,0.00002968287,0.000003304094,0.00005422384,0.00004561744,0.000007947309,0.00006394835,0.0002971444,0.9474148,0.05049467],"study_design_scores_gemma":[0.00002193263,0.0000507241,0.007738688,0.0001577986,0.000003405106,0.0002498671,0.0002575992,0.00003788339,0.00006403108,0.0004045143,0.9910068,0.000006702599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01873989,0.01700489,0.0005633369,0.3494016,0.07048662,0.0002577191,0.002953068,0.001279028,0.539314],"genre_scores_gemma":[0.04332427,0.01305725,0.0009065159,0.04835026,0.0153882,0.000213597,0.003138468,0.000290685,0.8753307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1872113,"threshold_uncertainty_score":0.6262843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681112293440496,"score_gpt":0.3121974960039931,"score_spread":0.2753863730695881,"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."}}