{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002651868,0.0003300211,0.000473122,0.0002078955,0.00007618838,0.00003422415,0.0002383699,0.0002136146,0.0001721311],"category_scores_gemma":[0.0002560219,0.0003039009,0.0002428136,0.0001512278,0.0001054048,0.00009007127,0.00005997148,0.0005738646,0.00004022553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251953,"about_ca_system_score_gemma":0.0001896747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004977384,"about_ca_topic_score_gemma":0.0003380773,"domain_scores_codex":[0.9976635,0.00001751199,0.0006326337,0.0006457802,0.0004126967,0.0006278853],"domain_scores_gemma":[0.9985865,0.0001096177,0.0001346335,0.0007049698,0.0001697578,0.0002945393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002605511,0.000445253,0.01014387,0.001107185,0.000277763,0.0001155352,0.002569088,0.00009224332,0.7078642,0.0001035776,0.2624866,0.01218922],"study_design_scores_gemma":[0.01281255,0.00058857,0.01027119,0.000231796,0.0002518111,0.00002418118,0.003939371,0.000871074,0.3148635,0.000002421495,0.6556133,0.0005301882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187562,0.0002340118,0.0003066905,0.002093784,0.0007445421,0.001900112,0.0008481143,0.00009779097,0.0750187],"genre_scores_gemma":[0.9811524,0.00003476099,0.004889842,0.0003752995,0.0004136024,0.000234168,0.0004410337,0.00005339608,0.01240557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931267,"threshold_uncertainty_score":0.9999413,"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."}}