{"id":"W2464654208","doi":"10.1017/cem.2015.111","title":"Stroke Education in Canadian Emergency Medicine Residency Programs","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stroke (engine); Neurology; Residency training; Emergency department; Thrombolysis; Emergency medicine; Medical emergency; Interventional neuroradiology; Family medicine; Neuroradiology; Emergency medical services; Acute stroke; Psychiatry; Medical education","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003367163,0.0003274375,0.0004845806,0.001895114,0.009608118,0.003570261,0.002311477,0.001749153,0.01978401],"category_scores_gemma":[0.01826602,0.0006503921,0.0006169499,0.003100372,0.00111331,0.001483059,0.00401323,0.002592321,0.000678665],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06283432,"about_ca_system_score_gemma":0.2151649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326032,"about_ca_topic_score_gemma":0.9814238,"domain_scores_codex":[0.9924831,0.000806684,0.0002008281,0.000319361,0.001511235,0.004678836],"domain_scores_gemma":[0.9712117,0.001048039,0.001551264,0.0001684337,0.005848847,0.02017163],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005796597,0.002487581,0.7649229,0.00052002,0.0001117504,0.0009072597,0.0154968,0.0004081967,0.0003276714,0.002693852,0.08926307,0.1222813],"study_design_scores_gemma":[0.00009263627,0.0002408427,0.9326754,0.001013987,0.00004405498,0.0002493185,0.03657058,0.0003930231,0.0001691413,0.0004194212,0.0280714,0.00006017796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029927,0.002943043,0.0001562518,0.04701537,0.00113105,0.0003606666,0.001647555,0.00003803302,0.04371535],"genre_scores_gemma":[0.9862972,0.001638685,0.0003602,0.004725838,0.0001788442,0.0001083784,0.0006505589,0.00001745053,0.006022832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966328,"threshold_uncertainty_score":0.455897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09554259861540919,"score_gpt":0.365410136762018,"score_spread":0.2698675381466088,"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."}}