{"id":"W4413981985","doi":"10.1080/15504263.2025.2515015","title":"Concurrent Disorders and Treatment Outcomes: A Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Dual Diagnosis","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Disadvantaged; Poverty; Psychological intervention; Meta-analysis; Mental health; Psychology; Clinical psychology; Psychiatry; Substance abuse; Substance use; Psychotherapist; Medicine; Political science","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":[0.0171559,0.002986684,0.0155661,0.007888393,0.0005975999,0.004012997,0.001840636,0.001903822,0.003944751],"category_scores_gemma":[0.03901787,0.001362165,0.04654868,0.006539603,0.0006179697,0.001734836,0.001675928,0.002105528,0.0003267739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269918,"about_ca_system_score_gemma":0.003613056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165309,"about_ca_topic_score_gemma":0.0125716,"domain_scores_codex":[0.9894295,0.005407805,0.002608888,0.001009041,0.001195487,0.0003491631],"domain_scores_gemma":[0.9786179,0.0164907,0.002630688,0.0007073996,0.001348091,0.000205188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001562926,0.00002554653,0.003673977,0.2829604,0.6966276,0.0001165635,0.00006700416,0.0005265227,0.0001752466,0.0001632191,0.0005878703,0.01351298],"study_design_scores_gemma":[0.0003344607,0.0001415232,0.002321847,0.0192601,0.9762111,0.00008417382,0.00002954142,0.0001522223,0.00009481369,0.000161617,0.001195747,0.00001276568],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003244746,0.9949003,0.0006100573,0.0001634505,0.0001411057,0.0002856768,0.0003535549,0.00002517613,0.0002760158],"genre_scores_gemma":[0.1476125,0.8455365,0.003239449,0.0007019138,0.0002816101,0.001277803,0.000901886,0.00003744195,0.0004109941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0171559,"threshold_uncertainty_score":0.09073013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674786641635322,"score_gpt":0.4233491912900796,"score_spread":0.2558705271265475,"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."}}