{"id":"W4295298421","doi":"10.1002/ccd.30383","title":"Turndown for coronary artery bypass surgery: Never say never to revascularization","year":2022,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Revascularization; Acute coronary syndrome; Bypass surgery; Cardiology; Coronary artery bypass surgery; Unstable angina; Angina; Internal medicine; Cardiac catheterization; Stable angina; Artery; Canadian Cardiovascular Society; Surgery; Coronary artery disease; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006948583,0.0005150843,0.001165342,0.0007207087,0.0004021734,0.0001536675,0.000199567,0.000643123,0.0022696],"category_scores_gemma":[0.0003607163,0.0005485079,0.00628525,0.0004661511,0.00007998867,0.000313927,0.0002362876,0.0009165927,0.00004596561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219564,"about_ca_system_score_gemma":0.0001429697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002480495,"about_ca_topic_score_gemma":0.000004694852,"domain_scores_codex":[0.9965522,0.0003460721,0.0009787196,0.0009625573,0.0006812663,0.0004791598],"domain_scores_gemma":[0.9977453,0.0002060967,0.0002180954,0.001197186,0.0004241907,0.0002091422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001255887,0.0003171698,0.0006532954,0.001843522,0.005461087,0.0003833769,0.00009883296,0.0001589263,0.00004564863,0.0001426695,0.9759493,0.01482059],"study_design_scores_gemma":[0.001221168,0.0005593617,0.004666382,0.0009832266,0.004194954,0.0007851965,0.00006582409,0.0001115717,0.00002039738,0.00007628132,0.986741,0.0005746059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.007821094,0.01285804,0.524583,0.4323912,0.007378386,0.008919428,0.004251244,0.0007197097,0.001077901],"genre_scores_gemma":[0.03237472,0.00197253,0.002925436,0.7918348,0.005885829,0.008334654,0.09319817,0.0008149948,0.0626588],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5216575,"threshold_uncertainty_score":0.9996967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03930747453108652,"score_gpt":0.2761197317101564,"score_spread":0.2368122571790699,"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."}}