{"id":"W2895851300","doi":"10.1161/str.49.suppl_1.wp166","title":"Abstract WP166: Longitudinal Outcomes of Medicare Beneficiaries With Transient Ischemic Attack: a GWTG-Stroke Study","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Emergency medicine; Ischemic stroke; Mortality rate; Internal medicine; Ischemia","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":[0.001332361,0.0005812603,0.000438848,0.00110942,0.000781289,0.0008225635,0.0008083943,0.0007333743,0.001136936],"category_scores_gemma":[0.00166605,0.000393061,0.0006138134,0.001829225,0.0004359494,0.0008978004,0.001673051,0.001044384,0.0008879356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955989,"about_ca_system_score_gemma":0.001006005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308177,"about_ca_topic_score_gemma":0.02012207,"domain_scores_codex":[0.9993585,0.000160369,0.000108925,0.0001403681,0.0001341772,0.00009781148],"domain_scores_gemma":[0.9983323,0.00006935784,0.0005774419,0.0002246288,0.0001874481,0.0006087711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003106475,0.0001494059,0.9965672,0.00002923011,0.0001258721,0.0001670171,0.0002279686,0.00003630977,0.000210505,0.00002730148,0.001125458,0.001022938],"study_design_scores_gemma":[0.00004805746,0.0001084153,0.9988812,0.00001769882,0.00005761304,0.000184919,0.0002009142,0.00006232771,0.00003680882,0.00002157942,0.0003753614,0.000005167348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992254,0.0001860467,0.00009845132,0.0002608759,0.00001765753,0.00009297532,0.006594121,0.0000120753,0.0004839492],"genre_scores_gemma":[0.9861362,0.0002047744,0.0003194636,0.0004135132,0.00005457809,0.0001646535,0.01206369,0.00001078447,0.0006323841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308177,"threshold_uncertainty_score":0.02601123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399369637044702,"score_gpt":0.2972648653238287,"score_spread":0.2732711689533817,"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."}}