{"id":"W4400600332","doi":"10.1016/j.drugalcdep.2023.109999","title":"USING A CASCADE OF CARE FRAMEWORK TO IDENTIFY GAPS IN ACCESS TO MEDICATIONS FOR ALCOHOL USE DISORDER IN BRITISH COLUMBIA, CANADA","year":2024,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; British Columbia Centre on Substance Use; University of British Columbia","funders":"University of British Columbia; Michael Smith Health Research BC","keywords":"Alcohol use disorder; Cascade; Alcohol; Medicine; Psychiatry; Environmental health; Family medicine; Engineering","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":[0.006152846,0.0005717324,0.0008104209,0.005607978,0.006785862,0.004180122,0.00269737,0.001227788,0.004173376],"category_scores_gemma":[0.02058494,0.0005619327,0.001539817,0.005891334,0.00106547,0.001512917,0.00466798,0.002191334,0.0002093958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1134019,"about_ca_system_score_gemma":0.2820272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99287,"about_ca_topic_score_gemma":0.9961087,"domain_scores_codex":[0.9940488,0.001520751,0.0005966277,0.0005491708,0.001240969,0.002043654],"domain_scores_gemma":[0.9844081,0.002828861,0.0009298581,0.0002624437,0.008804174,0.002766448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002524875,0.0008464635,0.7950255,0.0012377,0.0005126844,0.001294963,0.01318713,0.009107687,0.0002273932,0.0179805,0.04699339,0.1133341],"study_design_scores_gemma":[0.0003270306,0.0003906704,0.7854515,0.006535312,0.001565415,0.0007677633,0.07777957,0.06780662,0.0006434883,0.01616052,0.04228187,0.0002902289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180685,0.009345883,0.01476227,0.07423065,0.0005669693,0.004083262,0.01623663,0.0005845582,0.06212124],"genre_scores_gemma":[0.9643078,0.002183794,0.02545529,0.001870699,0.00004008986,0.0007904758,0.002567342,0.00003764636,0.002746885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134019,"threshold_uncertainty_score":0.8227925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164883550699301,"score_gpt":0.4604175671107683,"score_spread":0.3887687316037753,"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."}}