{"id":"W3087644753","doi":"10.1017/cjn.2020.205","title":"Reduction in Stroke After Transient Ischemic Attack in a Province-Wide Cohort Between 2003 and 2015","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Heart and Stroke Foundation; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"University of Toronto; Ontario Brain Institute; Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Cohort; Ischemic stroke; Emergency department; Mortality rate; Emergency medicine; Cohort study; Internal medicine; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009896915,0.0002677821,0.0004303454,0.001631699,0.0009876282,0.0008484101,0.001024839,0.0003353615,0.001232056],"category_scores_gemma":[0.004403575,0.0002956046,0.001019616,0.003388128,0.000440885,0.0003993688,0.000829027,0.0006170619,0.0002061831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232227,"about_ca_system_score_gemma":0.01684389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541691,"about_ca_topic_score_gemma":0.9657822,"domain_scores_codex":[0.9987368,0.00008114771,0.0001201693,0.0002752406,0.0004539344,0.0003327611],"domain_scores_gemma":[0.9964562,0.0001065608,0.001115187,0.0001737993,0.001600815,0.000547411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179403,0.00001455711,0.9940472,0.00007245355,0.0001343414,0.00004824049,0.0003093992,0.0001311784,0.0001283651,0.00005320755,0.002519406,0.002423748],"study_design_scores_gemma":[0.000006061435,0.00001133382,0.9990251,0.00001651029,0.00002380835,0.00003282063,0.0001817429,0.00009030689,0.00002112417,0.00001078602,0.0005766382,0.000003793207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962456,0.001950412,0.0003622755,0.001148004,0.00005326756,0.0000769453,0.03142026,0.00006826331,0.002464617],"genre_scores_gemma":[0.9924179,0.0004416345,0.0001876793,0.0001067337,0.00001462026,0.00002944951,0.006369686,0.000007517767,0.000424746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04583091,"threshold_uncertainty_score":0.09220159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401580609971772,"score_gpt":0.2692960581327867,"score_spread":0.235280252033069,"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."}}