{"id":"W4210644285","doi":"10.1161/str.53.suppl_1.wp96","title":"Abstract WP96: Computed Tomography Identifies Patients At High Risk For Stroke After Transient Ischemic Attack Or Non Disabling Stroke. A Prospective, Multicenter Validation Study","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Montreal Neurological Institute and Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Vancouver General Hospital; University of British Columbia; McMaster University; Queen's University; University of Toronto; Université de Montréal; Université Laval; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Stroke (engine); Ischemia; Microangiopathy; Prospective cohort study; Internal medicine; Cardiology; Brain ischemia; Surgery; Diabetes mellitus","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":[0.002787942,0.0009853392,0.0004195609,0.0008175892,0.0004811959,0.001110299,0.0009591746,0.0006926209,0.001819194],"category_scores_gemma":[0.007008729,0.0006622085,0.0005558136,0.00112755,0.0004993087,0.001055459,0.001060888,0.001281081,0.001382253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393919,"about_ca_system_score_gemma":0.0005194249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195392,"about_ca_topic_score_gemma":0.001366775,"domain_scores_codex":[0.9990689,0.0003643219,0.0001207732,0.0001992607,0.0001521508,0.00009460797],"domain_scores_gemma":[0.9955084,0.0005787473,0.002005685,0.0006232964,0.0005834036,0.0007004686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007279487,0.0001719064,0.9967598,0.0000144506,0.00009450973,0.0001050925,0.00007577005,0.00005716152,0.0003452222,0.00001489723,0.0004225403,0.00121061],"study_design_scores_gemma":[0.0001667736,0.0004910222,0.9974753,0.00001267919,0.00005729782,0.0007738534,0.0000996357,0.0002603446,0.0002185333,0.00002305519,0.0004141043,0.000007349559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956359,0.0001483134,0.0002855763,0.00009978629,0.00001881953,0.0001044784,0.003215785,0.00001607078,0.0004751775],"genre_scores_gemma":[0.9930488,0.00008524621,0.0004806399,0.00008332073,0.00004192283,0.000123564,0.005665562,0.00001594097,0.0004550516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787942,"threshold_uncertainty_score":0.01474428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141164843735174,"score_gpt":0.2702508049026154,"score_spread":0.256134320529098,"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."}}