{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005858448,0.0001723153,0.0003249554,0.00007175854,0.00007208213,0.00009461241,0.00008175353,0.00004495928,0.0004182801],"category_scores_gemma":[0.00008785057,0.0001425258,0.00006016044,0.0001523473,0.00009027811,0.0004161776,0.0001087567,0.0001862288,0.0001813274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008926785,"about_ca_system_score_gemma":0.0000572388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004399784,"about_ca_topic_score_gemma":0.000008679239,"domain_scores_codex":[0.998983,0.00005709595,0.0002132202,0.0003059017,0.0002284853,0.0002122761],"domain_scores_gemma":[0.9994715,0.00004194534,0.00004350074,0.0002168475,0.00002380273,0.0002023737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822507,0.0002524626,0.9922212,0.0000997947,0.00008423856,0.00002368667,0.003648172,0.000003408514,0.0001042663,0.00005652623,0.0004366103,0.002587333],"study_design_scores_gemma":[0.004082091,0.001251612,0.9898409,0.00006238976,0.0001735961,0.00000320145,0.0008326271,0.000489942,0.0007799109,0.00002731784,0.002303673,0.0001527512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970103,0.0004460942,0.00001533567,0.0005227586,0.0000397184,0.000692677,0.00003019365,0.0001071518,0.001135755],"genre_scores_gemma":[0.9981385,0.00003067348,0.0003640444,0.0005679469,0.0001317249,0.00002668956,0.00002346801,0.00002638218,0.0006905666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599841,"threshold_uncertainty_score":0.5812033,"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."}}