{"id":"W1990843122","doi":"10.1177/0193841x07307532","title":"The Interaction of Co-Occurring Mental Disorders and Recovery Management Checkups on Substance Abuse Treatment Participation and Recovery","year":2008,"lang":"en","type":"article","venue":"Evaluation Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Substance abuse; Intervention (counseling); Psychiatry; Substance use; Mental health; Psychology; Clinical psychology; Randomized controlled trial; Substance abuse treatment; Medicine; Internal medicine","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":[0.01352316,0.0003771779,0.001706184,0.0006010288,0.0005808712,0.0007853849,0.0009279913,0.0009194822,0.003246303],"category_scores_gemma":[0.04134613,0.0003111487,0.001312952,0.0004465041,0.000807147,0.0009220141,0.0009049446,0.001320243,0.0002579068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196744,"about_ca_system_score_gemma":0.001666179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312881,"about_ca_topic_score_gemma":0.007169197,"domain_scores_codex":[0.9726299,0.02325507,0.0007077965,0.000729926,0.001861753,0.0008154516],"domain_scores_gemma":[0.9220932,0.06868354,0.005695687,0.001053134,0.0007216941,0.001752642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1505003,0.04804809,0.1602256,0.003150827,0.006359191,0.0001685989,0.001668493,0.003012872,0.001876571,0.001091804,0.001025398,0.6228722],"study_design_scores_gemma":[0.01092431,0.2985769,0.6737298,0.0008278663,0.004961186,0.0002420312,0.001039009,0.002545501,0.00239289,0.0005204275,0.004159799,0.00008029677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909317,0.005587972,0.0002977162,0.0004876831,0.00004027423,0.0003128615,0.00009315725,0.00001594456,0.002232664],"genre_scores_gemma":[0.9958891,0.001846865,0.0008613963,0.0001323492,0.00007212355,0.0003659133,0.00006979609,0.000005056157,0.0007572622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352316,"threshold_uncertainty_score":0.07151818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08272507338278332,"score_gpt":0.3832698896296803,"score_spread":0.300544816246897,"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."}}