{"id":"W4313245499","doi":"10.3390/brainsci13010036","title":"Contingency Management for Treatment of Cannabis Use Disorder in Co-Occurring Mental Health Disorders: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Brain Sciences","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Psychiatry; Psychosocial; Dual diagnosis; Contingency management; Cannabis; PsycINFO; Cannabis Dependence; Mental health; Abstinence; Clinical psychology; Substance abuse; Medicine; Major depressive disorder; Psychology; Intervention (counseling); MEDLINE; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002520979,0.0003814654,0.00319216,0.000593069,0.0002797527,0.00005254428,0.000402715,0.00005322779,0.0001491965],"category_scores_gemma":[0.0003912234,0.0002535815,0.0007305771,0.001259686,0.0002328088,0.00009025309,0.0001095877,0.00010207,0.00000245058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811568,"about_ca_system_score_gemma":0.001033368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008457892,"about_ca_topic_score_gemma":0.0004180821,"domain_scores_codex":[0.9959698,0.0004339289,0.001393032,0.0006935411,0.0009001758,0.0006095542],"domain_scores_gemma":[0.9985064,0.000131678,0.0006890217,0.0004798922,0.0000324249,0.0001606371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005404348,0.0003166942,0.00004075545,0.7171321,0.00009810455,0.00000424361,0.0002672006,2.169959e-7,1.611643e-8,0.0001453822,0.01482924,0.2671606],"study_design_scores_gemma":[0.000493851,0.0009590625,0.000009217568,0.2146485,0.0003040757,0.00001752978,0.0006355163,0.00001241825,3.481818e-8,0.000005441977,0.7827504,0.0001639657],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001280387,0.9764743,0.000008519856,0.004959029,0.0001272912,0.01788178,0.0002250622,0.00001741465,0.0002937539],"genre_scores_gemma":[0.000001613987,0.9871075,0.000116033,0.0004089373,0.00002095617,0.006814632,0.0001435147,0.00003121489,0.005355559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7679211,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000434464748008,"score_gpt":0.4470682422776217,"score_spread":0.3470247958028209,"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."}}