{"id":"W4228999826","doi":"10.1159/000524264","title":"Validation of the Canadian TIA Score to Predict Subsequent Stroke Risk in Chinese TIA Patients","year":2022,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Internal medicine; Receiver operating characteristic; Framingham Risk Score; Area under the curve; Ischemic stroke; Physical therapy; Disease; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180939,0.0001623657,0.0002438399,0.0002487632,0.0001751471,0.00001375952,0.0002963651,0.00003020213,0.0004511679],"category_scores_gemma":[0.0003277863,0.0001259777,0.0002493993,0.0005147565,0.00004675636,0.00004836406,0.000303006,0.000189838,0.00001208431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007346602,"about_ca_system_score_gemma":0.000352478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970374,"about_ca_topic_score_gemma":0.01152519,"domain_scores_codex":[0.99821,0.0001368097,0.0002848634,0.0003172347,0.0007715448,0.0002795644],"domain_scores_gemma":[0.9987593,0.0000205084,0.0001121546,0.0007409632,0.0000835182,0.0002835886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000478744,0.0002007397,0.9915746,0.00005554259,0.0001602523,0.000006015261,0.0001651476,0.001205489,0.00007456366,0.000007966582,0.005750554,0.0007512697],"study_design_scores_gemma":[0.00158642,0.0001011236,0.9916772,0.00004459183,0.0003636747,0.000001692877,0.0001062136,0.0001192921,0.0004970743,0.00001559207,0.005373137,0.0001139706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959206,0.0001918435,0.00001154507,0.0003330426,0.0002447439,0.001325794,0.0008062011,0.00002346356,0.001142751],"genre_scores_gemma":[0.9986129,0.00001134607,0.00004259736,0.000373326,0.00005116834,0.0001715969,0.0003685415,0.00002771399,0.0003408491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817854,"threshold_uncertainty_score":0.9767575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006204577766817387,"score_gpt":0.2127611411278738,"score_spread":0.2065565633610565,"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."}}