{"id":"W3090821051","doi":"10.1161/strokeaha.120.031510","title":"Diagnosis of Transient Ischemic Attack","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; Champlain Regional College; Ottawa Hospital; Ontario Stroke Network; St. Michael's Hospital","funders":"","keywords":"Medicine; Stroke (engine); Logistic regression; Multinomial logistic regression; Cohort; Retrospective cohort study; Medical record; Ischemic stroke; Proportional hazards model; Female sex; Cohort study; Physical therapy; Internal medicine; Pediatrics; Ischemia","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":[0.000400022,0.0002199949,0.000331105,0.001197774,0.0005962077,0.0004999039,0.0003196699,0.0002658351,0.009917251],"category_scores_gemma":[0.00241181,0.00009968344,0.0002650976,0.001053634,0.00033579,0.0002733073,0.0003597075,0.000380132,0.001221625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589201,"about_ca_system_score_gemma":0.000951941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226121,"about_ca_topic_score_gemma":0.01578332,"domain_scores_codex":[0.9993553,0.00009150276,0.0001166992,0.000093463,0.0001841527,0.0001588045],"domain_scores_gemma":[0.9987622,0.000120696,0.0006431772,0.00005563657,0.0002005068,0.0002177425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009621549,0.00003592856,0.9910059,0.00008855717,0.00002979679,0.0005278543,0.0001576161,0.00002751,0.0001963195,0.0001545748,0.002252667,0.005427232],"study_design_scores_gemma":[0.00001013124,0.0001005178,0.9924303,0.0001009463,0.00002421408,0.003482289,0.0002114408,0.00007078387,0.00009545972,0.00008548105,0.00338023,0.000008268575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.931461,0.004181141,0.0007784873,0.001402452,0.000249115,0.0004750706,0.01513453,0.00006226912,0.04625607],"genre_scores_gemma":[0.9934086,0.0009194682,0.0003210923,0.0002725504,0.00007176437,0.00005898089,0.00284949,0.000003700973,0.002094468],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01226121,"threshold_uncertainty_score":0.03317654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942544380565296,"score_gpt":0.2744556089216847,"score_spread":0.2450301651160318,"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."}}