{"id":"W3132313266","doi":"10.1053/j.semtcvs.2021.01.033","title":"Commentary: Another Battle Between PCI and CABG: The Chronic Kidney Disease Edition","year":2021,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Internal medicine; Kidney disease; Cardiology; Revascularization; Coronary artery disease; Drug-eluting stent; Dialysis; Surgery; Myocardial infarction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009563523,0.0003508626,0.000964469,0.0001935049,0.0001622111,0.00007030573,0.00008602107,0.000363835,0.000216516],"category_scores_gemma":[0.0003544572,0.0002822864,0.001078705,0.0002184123,0.0002577213,0.00007533044,0.0001588886,0.001012464,0.00000579901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652645,"about_ca_system_score_gemma":0.0002499465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036463,"about_ca_topic_score_gemma":0.000005589038,"domain_scores_codex":[0.9976953,0.0004518852,0.0003981009,0.0005626586,0.0005105335,0.0003815448],"domain_scores_gemma":[0.9977795,0.001029367,0.00008574092,0.0008627055,0.0000664579,0.0001762561],"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":[0.00002299121,0.00003378873,0.05447377,0.001059907,0.0009331502,0.00296383,0.00005004389,0.000001494133,6.93984e-7,6.436287e-7,0.8607035,0.0797562],"study_design_scores_gemma":[0.0003413757,0.00004313566,0.02009439,0.004435972,0.002390256,0.0002777909,0.0001076209,0.00001204356,0.00002107958,0.00006203567,0.9718866,0.0003276929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03809159,0.3502393,0.0004173947,0.6079317,0.001654529,0.0007893768,0.0005974394,0.00005801789,0.0002207172],"genre_scores_gemma":[0.09914561,0.1510202,0.0001717445,0.7009403,0.02705166,0.0006068154,0.01674545,0.0003928467,0.003925398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1992191,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021550072050646,"score_gpt":0.2680089727500537,"score_spread":0.2464589006994077,"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."}}