{"id":"W4408970294","doi":"10.1136/bmjopen-2024-085216","title":"Quality indicators for substance use disorder care: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Université Laval; University of Alberta; University of Calgary","funders":"National Institute on Drug Abuse; Mathison Centre for Mental Health Research and Education","keywords":"Medicine; Protocol (science); Public health; Health services research; Quality (philosophy); Alternative medicine; Psychiatry; Family medicine; Environmental health; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.1180638,0.004827675,0.01328363,0.02171466,0.005620503,0.009792995,0.00685456,0.007449173,0.08536044],"category_scores_gemma":[0.1036556,0.005926483,0.01503266,0.02145747,0.00505109,0.008687813,0.00827845,0.007813057,0.01496713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01769439,"about_ca_system_score_gemma":0.1030532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00839527,"about_ca_topic_score_gemma":0.01581592,"domain_scores_codex":[0.9467547,0.01909135,0.02248218,0.003913015,0.005561099,0.002197762],"domain_scores_gemma":[0.9123791,0.02912557,0.01492617,0.007157859,0.03295111,0.003460187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004929936,0.0005659489,0.001535987,0.8467343,0.001886016,0.0006409925,0.004838876,0.001527839,0.001239582,0.008662012,0.05166807,0.07577051],"study_design_scores_gemma":[0.0134459,0.001244163,0.007166148,0.7001086,0.005377233,0.0005651473,0.004250757,0.001377139,0.001791669,0.01053578,0.2536821,0.0004553072],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003415701,0.00145589,0.001621668,0.0004292592,0.0001230917,0.9885281,0.006629015,0.00007195536,0.000799449],"genre_scores_gemma":[0.0003747217,0.001201536,0.003989956,0.0001168898,0.00001606761,0.9930385,0.001001317,0.000008964728,0.000252112],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1180638,"threshold_uncertainty_score":0.6243888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2647941751417923,"score_gpt":0.5697309964083294,"score_spread":0.304936821266537,"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."}}