{"id":"W3004748533","doi":"10.1017/cem.2019.474","title":"Just the Facts: Diagnosis and risk-stratification following transient ischemic attack","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Past medical history; Physical examination; Medical history; Blood pressure; Dyslipidemia; Cardiology; Diabetes mellitus; Respiratory rate; Emergency department; Weakness; Internal medicine; Heart rate; Surgery; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003909379,0.0005528498,0.001489518,0.002290639,0.001282314,0.002746216,0.0009077417,0.002217978,0.00191757],"category_scores_gemma":[0.04195099,0.0003904358,0.0007644034,0.001770016,0.000562984,0.003084939,0.0009780951,0.003923947,0.0005198019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047325,"about_ca_system_score_gemma":0.00280498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043309,"about_ca_topic_score_gemma":0.02703263,"domain_scores_codex":[0.9960952,0.001395344,0.0008911936,0.0002877265,0.0009497833,0.0003806664],"domain_scores_gemma":[0.9898193,0.004855566,0.001957423,0.0003468259,0.001843525,0.001177221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008062889,0.0005238112,0.9064754,0.0002582775,0.0002538772,0.0009614556,0.0005226164,0.0003073262,0.0000797906,0.0009620847,0.01747722,0.07137188],"study_design_scores_gemma":[0.0002277412,0.0007834482,0.9572399,0.001428999,0.0009370099,0.003280892,0.004137477,0.005288386,0.0002367843,0.01280946,0.01346934,0.0001605915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7495506,0.06140481,0.00399022,0.1288493,0.007748763,0.0004064488,0.003027616,0.0001093539,0.04491295],"genre_scores_gemma":[0.9736124,0.01155768,0.002994383,0.004254679,0.00519169,0.00009477726,0.001116645,0.00001584596,0.001161986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043309,"threshold_uncertainty_score":0.02074468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11079311245597,"score_gpt":0.3328059002781908,"score_spread":0.2220127878222208,"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."}}