{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005951971,0.0002150657,0.0002951743,0.0004441079,0.0004560957,0.0005236968,0.0002499495,0.0003072933,0.0009491882],"category_scores_gemma":[0.003016095,0.0002400857,0.0003410382,0.0004686136,0.0001865996,0.0004355079,0.0004172838,0.0005235553,0.0001465288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002770405,"about_ca_system_score_gemma":0.0004825741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976849,"about_ca_topic_score_gemma":0.005574604,"domain_scores_codex":[0.9995193,0.00009471021,0.00006743789,0.0001041111,0.000119866,0.0000945292],"domain_scores_gemma":[0.9985427,0.0002080165,0.0007866318,0.00008140032,0.0001435569,0.0002378355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835499,0.00008152962,0.9974588,0.00001150751,0.00003095339,0.0001426918,0.0000713908,0.00001925328,0.0001349607,0.000005539309,0.00008395519,0.001776029],"study_design_scores_gemma":[0.00001837808,0.000414769,0.9985173,0.00001405799,0.0000196666,0.0005019758,0.0002135639,0.000119245,0.00006277421,0.00001343955,0.00009987771,0.000004959689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994937,0.0001460038,0.00003672708,0.00003050877,0.000008139642,0.0000145277,0.00009485088,0.00000129886,0.0001743512],"genre_scores_gemma":[0.9994521,0.0001585888,0.00008281504,0.0000342719,0.00001926813,0.00001752186,0.0001862044,7.27852e-7,0.00004850571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002976849,"threshold_uncertainty_score":0.005919039,"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."}}