{"id":"W4224241219","doi":"10.1093/eurheartj/ehac216","title":"Left main revascularization: an evidence-based reconciliation","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University of Toronto","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Mace; Myocardial infarction; Revascularization; Cardiology; Internal medicine; Coronary artery disease; Stroke (engine)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001688671,0.00007517126,0.00011387,0.0001216277,0.0004535532,0.00006082005,0.00008819837,0.00001033296,0.007914769],"category_scores_gemma":[0.0004660678,0.00007376057,0.0001665812,0.0001238393,0.00001756953,0.0001879476,0.00004319021,0.000376546,0.0000984754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665307,"about_ca_system_score_gemma":0.0001791559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002530732,"about_ca_topic_score_gemma":0.000002459155,"domain_scores_codex":[0.9982915,0.0007867326,0.0002780616,0.0001401413,0.0003645927,0.000139002],"domain_scores_gemma":[0.9993078,0.00009096896,0.00008769483,0.0002290027,0.0001117975,0.0001728033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009956849,0.002019109,0.6940618,0.0001593594,0.0001680412,0.005340344,0.001204939,0.01280185,0.01075131,0.0005346538,0.2167861,0.05517684],"study_design_scores_gemma":[0.001703069,0.002934764,0.7171161,0.0004079876,0.0001125652,0.009027871,0.0003159583,0.003344336,0.000117151,0.0000647206,0.264681,0.0001744704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697506,0.00169991,0.009526729,0.01363561,0.001161672,0.0003399959,0.00001742726,0.00009118972,0.003776836],"genre_scores_gemma":[0.9918181,0.00006944922,0.002356071,0.003119549,0.0006190381,0.000002392319,0.00004057277,0.00002729696,0.001947533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05500237,"threshold_uncertainty_score":0.9929921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102474213811046,"score_gpt":0.3340758263006183,"score_spread":0.2316016124895722,"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."}}