{"id":"W4321020051","doi":"10.1016/j.addbeh.2023.107667","title":"Prevalence of cannabis use disorder among individuals using medical cannabis at admission to inpatient treatment for substance use disorders","year":2023,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Centre for Addiction and Mental Health; McMaster University; St. Joseph’s Healthcare Hamilton; Homewood Research Institute","funders":"","keywords":"Cannabis; Psychiatry; Medicine; Dual diagnosis; Depression (economics); Anxiety; Substance abuse; Generalized anxiety disorder; Comorbidity","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":[0.0003677156,0.0003988627,0.0005813133,0.0005558926,0.0002808947,0.00003581876,0.0002318349,0.0002543836,0.0005094753],"category_scores_gemma":[0.0008786974,0.0003311056,0.0003222572,0.001111132,0.000431816,0.0002987274,0.0002012086,0.0002111026,0.00001054724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015317,"about_ca_system_score_gemma":0.0007571278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00707908,"about_ca_topic_score_gemma":0.005076742,"domain_scores_codex":[0.9961647,0.0001229599,0.0006328098,0.0007917456,0.001431073,0.0008566865],"domain_scores_gemma":[0.9975961,0.00007083887,0.0001972078,0.0006265784,0.0004763381,0.001032955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005688277,0.0007085369,0.9537313,0.0001587993,0.00009737389,0.00003364481,0.003039919,0.0001582673,0.001667349,0.00001342713,0.02935092,0.01047166],"study_design_scores_gemma":[0.002329752,0.002004756,0.9641693,0.0004313532,0.0003490283,0.000007733639,0.0005085986,0.0005812817,0.004342067,0.000006032427,0.02493626,0.0003338463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915045,0.0001255501,0.0001762216,0.002788536,0.0002048153,0.003464365,0.001622627,0.0001017156,0.00001166383],"genre_scores_gemma":[0.9699985,0.0003155755,0.0002465732,0.0001222824,0.00005861969,0.001666985,0.0002822879,0.0001122943,0.02719686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0271852,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203113545089168,"score_gpt":0.3488256947797075,"score_spread":0.3067945593288158,"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."}}