{"id":"W2004023298","doi":"10.1161/strokeaha.110.586842","title":"Stratified, Urgent Care for Transient Ischemic Attack Results in Low Stroke Rates","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Stroke (engine); Triage; Emergency department; Cohort; Myocardial infarction; Internal medicine; Emergency medicine; Outpatient clinic","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001043919,0.0002399544,0.0004500815,0.0005811431,0.000452851,0.001111095,0.00032207,0.0006174242,0.00401192],"category_scores_gemma":[0.009181757,0.0001891786,0.0006162358,0.0007091839,0.0002767098,0.0003941737,0.0005373747,0.0004862904,0.0007172347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033337,"about_ca_system_score_gemma":0.000870793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216293,"about_ca_topic_score_gemma":0.005265413,"domain_scores_codex":[0.998768,0.0003796664,0.0001604296,0.0002536128,0.0002432531,0.0001950185],"domain_scores_gemma":[0.9963303,0.0007652564,0.00165725,0.0003158977,0.0003086859,0.000622625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007160209,0.0002922409,0.9736772,0.00008260968,0.0002944032,0.0002917889,0.0001847422,0.0001940492,0.0004976939,0.000279514,0.002629473,0.02086017],"study_design_scores_gemma":[0.0001075332,0.0003203769,0.9960136,0.00004592254,0.0001746457,0.0007399062,0.0001790034,0.000637669,0.0001663513,0.0006192845,0.0009814572,0.00001417677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928977,0.001116251,0.0004967068,0.0008167563,0.0001433746,0.00007081195,0.0006955566,0.00006793022,0.003694889],"genre_scores_gemma":[0.9984022,0.0001479873,0.0003569596,0.00032387,0.00007184262,0.00002327569,0.0003823278,0.000009125676,0.0002823443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004216293,"threshold_uncertainty_score":0.01342124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821551589510906,"score_gpt":0.2920828305467942,"score_spread":0.2738673146516851,"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."}}