{"id":"W4408148689","doi":"10.1097/cxa.0000000000000226","title":"Risk Factors Associated With In-hospital Substance Use Among People Who Use Methamphetamine in London, Ontario","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Methamphetamine; Substance use; Medicine; Psychiatry; Environmental health; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002544755,0.0002642734,0.0003195656,0.0006744421,0.001139407,0.0008153303,0.0005741226,0.0002827297,0.002767733],"category_scores_gemma":[0.001253466,0.0002586751,0.0006064545,0.001496663,0.0003516093,0.000294823,0.0006956809,0.0003624819,0.0001937112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006366722,"about_ca_system_score_gemma":0.006667263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8971105,"about_ca_topic_score_gemma":0.9512419,"domain_scores_codex":[0.999604,0.00004754926,0.00004601026,0.00005218073,0.0001175006,0.0001327831],"domain_scores_gemma":[0.998764,0.00006505914,0.0005398056,0.00004988362,0.0003370076,0.0002442067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002906763,0.00001394112,0.9985986,0.00002873847,0.00002698046,0.00005525719,0.0002667206,0.00001431708,0.00009947536,0.0000132347,0.0002577256,0.0005959396],"study_design_scores_gemma":[0.000004481847,0.0000151541,0.9990546,0.00001748321,0.00001371142,0.00002653917,0.0005582304,0.00004434423,0.00002075227,0.000005226305,0.0002371592,0.000002339945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948786,0.0004323398,0.00006902049,0.0002343911,0.000009680594,0.00005546862,0.002526472,0.000005421406,0.0017885],"genre_scores_gemma":[0.9979014,0.0002355568,0.00007301811,0.00006631588,0.00000725928,0.00003277159,0.0008436535,0.000002137343,0.0008378876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1028895,"threshold_uncertainty_score":0.2069908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511553970656024,"score_gpt":0.2183269345242977,"score_spread":0.2032113948177375,"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."}}