{"id":"W4299167829","doi":"10.17615/4wj0-2b74","title":"Early stroke risk and ABCD2 score performance in tissue- vs time-defined TIA: A multicenter study","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Genentech; National Center for Research Resources; American Stroke Association; Centers for Disease Control and Prevention; National Institutes of Health; H. Lundbeck A/S; Servier; Institut National de la Santé et de la Recherche Médicale; National Institute of Neurological Disorders and Stroke; Novo Nordisk; Institute of Circulatory and Respiratory Health; Health Research Board; National Institute for Health and Care Research; AstraZeneca; Bristol-Myers Squibb; Boston Scientific Corporation; Mitsubishi Tanabe Pharma Corporation; Pfizer; Heart and Stroke Foundation of Canada; Canadian Institutes of Health Research; American Heart Association; Sanofi; Irish Heart Foundation","keywords":"Stroke (engine); Internal medicine; Medicine; Stroke risk; Cardiology; Ischemic stroke; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002234294,0.000483892,0.0003163244,0.0006940634,0.0003496737,0.0007646067,0.0005048756,0.0005133809,0.0009641924],"category_scores_gemma":[0.00469144,0.0003694332,0.0006658181,0.0006496264,0.0003238657,0.000497659,0.0005284608,0.0004309053,0.0003514317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989535,"about_ca_system_score_gemma":0.0002443134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837237,"about_ca_topic_score_gemma":0.001248016,"domain_scores_codex":[0.9988987,0.0004973892,0.0001100863,0.000249417,0.0001198571,0.0001244354],"domain_scores_gemma":[0.9963505,0.0005686085,0.001708491,0.0005435804,0.0003222405,0.0005066055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001319785,0.00009734651,0.9973519,0.000005683077,0.0001723266,0.00005634317,0.00005459254,0.00005108091,0.0001873261,0.00001056101,0.00007624154,0.0006168072],"study_design_scores_gemma":[0.0002162915,0.0006535368,0.9978057,0.000006753682,0.000128947,0.000345046,0.00008554565,0.0004855633,0.0001182804,0.00002496996,0.0001221312,0.000007290913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995956,0.00009242393,0.00004977297,0.00001492967,0.000002555462,0.000007432256,0.0001334511,0.000002355217,0.0001015836],"genre_scores_gemma":[0.9995409,0.00003082285,0.00005662052,0.00001229912,0.00001201119,0.000009639142,0.000290395,0.000001652476,0.00004559277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002234294,"threshold_uncertainty_score":0.0118162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059562814224034,"score_gpt":0.2061309687855608,"score_spread":0.1955353406433204,"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."}}