{"id":"W3160774957","doi":"10.1159/000514401","title":"The Association between Substance Use Disorders and Long-Term Outcome of Stroke: Results from a Population-Based Study of Stroke among 450,229 Urban Citizens","year":2021,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Stroke (engine); Hazard ratio; Modified Rankin Scale; Population; Confidence interval; Proportional hazards model; Internal medicine; Logistic regression; Physical therapy; Environmental health; Ischemic stroke","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787613,0.000272014,0.0009933552,0.0001253664,0.0003307016,0.00001155214,0.0002616697,0.0005393048,0.00005442116],"category_scores_gemma":[0.005940486,0.0002317049,0.0002202066,0.0002732191,0.0003477085,0.00009138144,0.00008602154,0.0009505133,0.000003201004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404247,"about_ca_system_score_gemma":0.00005290389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007785116,"about_ca_topic_score_gemma":0.01707229,"domain_scores_codex":[0.9925905,0.004657357,0.001462981,0.0005998973,0.000200927,0.0004883611],"domain_scores_gemma":[0.9751088,0.02276603,0.001291394,0.0004915231,0.0002012695,0.0001409687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005040499,0.0002929994,0.9946567,0.00001257588,0.0008316819,0.00001904349,0.000345566,0.001407037,0.0006366546,0.0001214103,0.000346015,0.0008262016],"study_design_scores_gemma":[0.003223864,0.0002576748,0.9934548,0.000006868367,0.0009395923,5.93291e-7,0.0001502435,0.0008509943,0.0005823203,0.0001766599,0.0001967388,0.0001596941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961253,0.0002858083,0.00008087335,0.001396942,0.0006335411,0.0003755057,0.0009913034,0.00003904741,0.0000716354],"genre_scores_gemma":[0.9980857,0.0001719795,0.00005338964,0.0005579124,0.0001089179,0.00002231186,0.0002910555,0.00002070197,0.0006880097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810867,"threshold_uncertainty_score":0.952674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09182417588180902,"score_gpt":0.3916705049308417,"score_spread":0.2998463290490326,"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."}}