{"id":"W3081132037","doi":"10.1016/j.xjon.2020.08.008","title":"Perioperative covert stroke in patients undergoing coronary artery bypass graft surgery","year":2020,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Population Health Research Institute","funders":"McMaster University","keywords":"Medicine; Stroke (engine); Perioperative; Delirium; Coronary artery bypass surgery; Prospective cohort study; Cardiac surgery; Cohort; Surgery; Artery; Internal medicine; Cardiology; Anesthesia; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600637,0.0002058981,0.0005011951,0.00008301953,0.00005545334,0.00008000278,0.0002744025,0.00007026575,0.0004373596],"category_scores_gemma":[0.0002290449,0.0001904303,0.00008726835,0.0002119657,0.00004223368,0.0003340619,0.0006250817,0.000234588,0.0002159211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941135,"about_ca_system_score_gemma":0.0001851906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005768971,"about_ca_topic_score_gemma":0.00003217261,"domain_scores_codex":[0.9984552,0.00006076394,0.0003852678,0.0004399996,0.00034198,0.0003167847],"domain_scores_gemma":[0.9992272,0.0001511815,0.00009300567,0.0002842076,0.00005933432,0.0001851035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007031758,0.0002126079,0.8577445,0.00007079566,0.0002010116,0.0002744835,0.0007855561,0.00001170644,0.0003464671,0.0000353866,0.137344,0.002270283],"study_design_scores_gemma":[0.007414909,0.0006414123,0.9255415,0.000253502,0.0001097207,0.00001159803,0.001435632,0.0004403541,0.0008204934,0.000004803082,0.06292969,0.0003963626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369724,0.00005837721,0.00009032019,0.006690034,0.0001897519,0.001492034,0.00003872846,0.00004864024,0.05441975],"genre_scores_gemma":[0.9851869,0.00003495939,0.000507943,0.0100721,0.00009895575,0.00007278391,0.0001665303,0.00003708044,0.003822707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07441431,"threshold_uncertainty_score":0.7765521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014703057507208,"score_gpt":0.2660277056853187,"score_spread":0.2358806751102467,"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."}}