{"id":"W4285665437","doi":"10.34883/pi.2020.12.3.005","title":"Analysis of Preoperative Status of High-Risk Patients Admitted for Surgical Myocardial Revascularization","year":2020,"lang":"ru","type":"article","venue":"Кардиология в Беларуси","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cardiology; EuroSCORE; Canadian Cardiovascular Society; Unstable angina; Revascularization; Angina; Ventricle; Coronary artery disease; Ischemic cardiomyopathy; Myocardial infarction; Cardiac surgery; Surgery; Ejection fraction; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818326,0.0001265064,0.0002821987,0.0008242402,0.0002272025,0.0004943296,0.0001599998,0.0003774322,0.002105911],"category_scores_gemma":[0.002433574,0.0001752015,0.0005475012,0.0008720942,0.0001813564,0.0004410906,0.0003033827,0.0004919682,0.0002863013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498716,"about_ca_system_score_gemma":0.0004419267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548759,"about_ca_topic_score_gemma":0.002680398,"domain_scores_codex":[0.9996904,0.00006269447,0.00005301816,0.00005587271,0.00007933672,0.00005865766],"domain_scores_gemma":[0.9987397,0.0003442673,0.0004257984,0.00008189827,0.0001293783,0.0002790148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003373484,0.0000218655,0.996528,0.00001524517,0.00004773437,0.0001456238,0.00006442601,0.00006007382,0.000161616,0.0000485292,0.0001231022,0.00244659],"study_design_scores_gemma":[0.000006959712,0.00007523374,0.9990187,0.000006118924,0.00003717218,0.0002209303,0.0001260166,0.0002205253,0.00004042956,0.0000603714,0.0001824935,0.000005192761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970329,0.0006157669,0.0001779616,0.00009071767,0.00001690156,0.000009507761,0.0008068678,0.00000464302,0.001244794],"genre_scores_gemma":[0.9991141,0.0001250178,0.0000675413,0.000009778602,0.00001634518,0.00001025234,0.0004535718,0.000001683086,0.0002017771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002548759,"threshold_uncertainty_score":0.007045031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291906203213132,"score_gpt":0.2596850039843326,"score_spread":0.2467659419522013,"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."}}