{"id":"W2997882018","doi":"10.1016/j.drugalcdep.2019.107817","title":"Variables associated with low, moderate and high emergency department use among patients with substance-related disorders","year":2019,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire en Santé Mentale de Québec; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Emergency department; Substance use; Medicine; Psychiatry; Emergency medicine; Psychology; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259757,0.0002347915,0.0004273937,0.0008978795,0.0006021652,0.000978344,0.0002791915,0.0005741765,0.00271975],"category_scores_gemma":[0.003194751,0.0001936808,0.0006903648,0.001164856,0.0003138946,0.000520247,0.0006061704,0.001164034,0.000218766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224519,"about_ca_system_score_gemma":0.0006016713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006708707,"about_ca_topic_score_gemma":0.009114567,"domain_scores_codex":[0.999507,0.0001423285,0.00008747868,0.00005765375,0.00006096981,0.000144641],"domain_scores_gemma":[0.9977968,0.0007718611,0.0007230717,0.0001002061,0.0001547978,0.0004533333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202543,0.00005561631,0.9993262,0.00000530551,0.00003293457,0.00002891884,0.00005374251,0.000009950963,0.00005309679,0.000009476767,0.00003307325,0.0002713726],"study_design_scores_gemma":[0.000004532649,0.00007010158,0.9991888,0.000004707468,0.00002117346,0.00009099582,0.0004688367,0.00004831355,0.00002028252,0.00001418518,0.00006564398,0.000002475186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999123,0.000162566,0.00001815678,0.00005149286,0.000006042509,0.000003884549,0.0002143744,9.849855e-7,0.0004194619],"genre_scores_gemma":[0.999516,0.0000629835,0.00002234168,0.00002949721,0.00001146269,0.000004036813,0.0001975794,9.359497e-7,0.0001551427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006708707,"threshold_uncertainty_score":0.01333934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006402839617711225,"score_gpt":0.2132647665009401,"score_spread":0.2068619268832289,"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."}}