{"id":"W4283738993","doi":"10.30702/jcvs/22.30(02)/gr027-1721","title":"Comparative Analysis of the Perioperative Period in High-Risk Cardiac Surgery Patients with Stable and Unstable Angina Pectoris","year":2022,"lang":"en","type":"article","venue":"Ukrainian journal of cardiovascular surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Unstable angina; Cardiology; Internal medicine; Myocardial infarction; EuroSCORE; Coronary artery disease; Artery; Angina; Cardiac surgery; Coronary artery bypass surgery; Canadian Cardiovascular Society; Surgery","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":[0.0003057474,0.0001833935,0.0002482559,0.0007172166,0.0002913976,0.0004190675,0.0001710394,0.000338476,0.001188947],"category_scores_gemma":[0.001707761,0.0001664955,0.0003884962,0.0005941087,0.0001917109,0.0003467174,0.0002872545,0.0003978071,0.000176906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425476,"about_ca_system_score_gemma":0.0002704106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320501,"about_ca_topic_score_gemma":0.001901027,"domain_scores_codex":[0.9997105,0.00006522315,0.00005275876,0.00005724125,0.00004150754,0.00007268727],"domain_scores_gemma":[0.9989362,0.0001629968,0.0005345332,0.00003214443,0.00009686323,0.000237218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160375,0.0000306849,0.998566,0.000009790477,0.0000339288,0.0002163069,0.00004973257,0.00001605118,0.0001063758,0.0000110205,0.00004501301,0.0007548048],"study_design_scores_gemma":[0.000003723942,0.0001676743,0.9987218,0.000005331096,0.00001871368,0.0006745265,0.0002377953,0.00005394686,0.00002736896,0.00001362127,0.00007290835,0.000002710525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991363,0.0004183416,0.00004120662,0.00002036769,0.000007633887,0.000004988762,0.0001208171,0.000001048901,0.0002494285],"genre_scores_gemma":[0.9993995,0.0001951496,0.00004043622,0.0000168615,0.00001476483,0.000007469136,0.0002692995,8.676798e-7,0.000055479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001320501,"threshold_uncertainty_score":0.003977358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009713413257002914,"score_gpt":0.2059338578885037,"score_spread":0.1962204446315008,"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."}}