{"id":"W2162929520","doi":"10.1046/j.1360-0443.2002.00101.x","title":"Process and outcome changes with relapse prevention versus 12‐Step aftercare programs for substance abusers","year":2002,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Health Canada","keywords":"Psychosocial; Relapse prevention; Facilitation; Psychological intervention; Intervention (counseling); Substance abuse; Psychology; Clinical psychology; Outcome (game theory); Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000545129,0.0001599934,0.0002049696,0.00007186335,0.00009242549,0.00001733708,0.0000292513,0.00007930567,0.00005309884],"category_scores_gemma":[0.00001508092,0.0001203727,0.00004851135,0.0001476392,0.00004448739,0.0001862751,0.00000276186,0.0000717319,0.000008840021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008626088,"about_ca_system_score_gemma":0.000007026368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002845059,"about_ca_topic_score_gemma":0.001119161,"domain_scores_codex":[0.9992018,0.00001033561,0.0001249686,0.0002686814,0.0001817202,0.0002124543],"domain_scores_gemma":[0.9995552,0.0000368091,0.00008487828,0.0001604172,0.00008524911,0.00007744735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004131099,0.0002991443,0.8354601,0.0001785577,0.0003595387,0.00002944252,0.004368056,0.000002122615,0.0000506625,0.00003806482,0.001089907,0.1539933],"study_design_scores_gemma":[0.1589516,0.03148125,0.7214376,0.004434511,0.008163552,0.0003626824,0.02103147,0.00408548,0.005381141,0.0002604691,0.04179407,0.002616158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956114,0.001469709,0.0001707447,0.0005873407,0.0002201595,0.001257979,0.000003131688,0.0002618612,0.0004176187],"genre_scores_gemma":[0.9952627,0.0003502725,0.0009155335,0.00006214141,0.0001152566,0.0005056467,0.00009388906,0.00003096358,0.002663559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548205,"threshold_uncertainty_score":0.4908658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123982882879009,"score_gpt":0.2955204401609152,"score_spread":0.2442806113321251,"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."}}