{"id":"W4220945549","doi":"10.1111/dar.13451","title":"Predictors of no, low and frequent emergency department use for any medical reason among patients with cannabis‐related disorders attending Quebec (Canada) addiction treatment centres","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Emergency department; Addiction; Cannabis; Psychiatry; Medicine; Addiction treatment; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004389347,0.0002566648,0.000246385,0.0007685946,0.001413355,0.0009725105,0.0007232766,0.0004288651,0.003874244],"category_scores_gemma":[0.002064424,0.0002370184,0.0005532704,0.001409835,0.0003380505,0.0003388941,0.0007577932,0.0009437312,0.000231126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005780408,"about_ca_system_score_gemma":0.006357356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8681111,"about_ca_topic_score_gemma":0.9214426,"domain_scores_codex":[0.9996132,0.00004636854,0.0000347234,0.00006816066,0.00008044105,0.0001571168],"domain_scores_gemma":[0.9980835,0.0002056581,0.0006874937,0.00005374262,0.000425659,0.000543902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001325021,0.00001077419,0.9992693,0.000004880791,0.000008399636,0.00001375919,0.00004029346,0.00002066041,0.00001845151,0.00000574474,0.0002113368,0.0003831816],"study_design_scores_gemma":[0.000002389043,0.00001198765,0.9992695,0.00001532492,0.000007675042,0.00003137768,0.0003001028,0.000185318,0.0000125103,0.00000476577,0.0001560229,0.000002902181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996111,0.0003183049,0.00004763238,0.0003259223,0.000008936665,0.00002242971,0.00249791,0.000006434831,0.0006615577],"genre_scores_gemma":[0.9984237,0.0001356179,0.0000710188,0.00005762132,0.000006608469,0.000009815893,0.001000321,0.00000213212,0.0002931187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318889,"threshold_uncertainty_score":0.2653311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00836108331637522,"score_gpt":0.2379468680411913,"score_spread":0.2295857847248161,"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."}}