{"id":"W4368367713","doi":"10.21203/rs.3.rs-2874514/v1","title":"Association between illicit drug overdose and encephalopathy in British Columbia, Canada: A cross-sectional analysis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Medicine; Cohort; Encephalopathy; Context (archaeology); Cohort study; Cross-sectional study; Poison control; Medical emergency; Psychiatry; Pediatrics; Emergency medicine; Internal 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":[0.001076781,0.0005005455,0.0006919047,0.001980766,0.002807184,0.00162229,0.001765874,0.0006649075,0.002764994],"category_scores_gemma":[0.003073384,0.0006218185,0.0007285227,0.005407036,0.0009091517,0.0004636912,0.001096148,0.001039822,0.0003330079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02350675,"about_ca_system_score_gemma":0.03062541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931542,"about_ca_topic_score_gemma":0.9953542,"domain_scores_codex":[0.9986115,0.0001255603,0.0001608452,0.0002676383,0.0004590485,0.0003755015],"domain_scores_gemma":[0.994909,0.0002660374,0.0009302033,0.0001945677,0.002678829,0.001021382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003043216,0.00002138213,0.9978541,0.00004157718,0.00007790386,0.00004301779,0.0001646424,0.00004890377,0.00005100239,0.00002462291,0.000770072,0.0008723313],"study_design_scores_gemma":[0.000005867224,0.00001353061,0.998651,0.00004711151,0.00004146596,0.00004016015,0.0005357912,0.000189412,0.00002377783,0.00001248884,0.0004324712,0.000006952183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812176,0.001617876,0.0002397429,0.0005025692,0.00003085659,0.0001417283,0.01391719,0.00002636909,0.002306103],"genre_scores_gemma":[0.9942232,0.0008588641,0.0002801802,0.0002570299,0.00001107635,0.00005881314,0.003499468,0.000008036684,0.0008034281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02350675,"threshold_uncertainty_score":0.1705542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861619230917437,"score_gpt":0.3668332537169267,"score_spread":0.3282170614077523,"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."}}