{"id":"W4312055108","doi":"10.1016/j.jcin.2022.10.005","title":"Mitral Transcatheter Edge-to-Edge Repair","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"Edwards Lifesciences; Abbott Laboratories","keywords":"Medicine; Conventional PCI; Mace; Percutaneous coronary intervention; Internal medicine; Hazard ratio; Cardiology; Myocardial infarction; Revascularization; Coronary artery disease; Acute coronary syndrome; Confidence interval","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","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004442814,0.0007170994,0.001787514,0.0006358598,0.0002911288,0.00008374107,0.000344758,0.0005165483,0.005018225],"category_scores_gemma":[0.00008171253,0.0007068568,0.1776373,0.000498786,0.00007566085,0.00009068895,0.0002404807,0.001755446,0.0009353628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343363,"about_ca_system_score_gemma":0.0001678288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858975,"about_ca_topic_score_gemma":0.000004021505,"domain_scores_codex":[0.9953113,0.0004446066,0.0008072684,0.001289397,0.001349484,0.0007979007],"domain_scores_gemma":[0.9965938,0.00005869748,0.000121278,0.002646698,0.0002166246,0.0003628561],"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":[0.00008638126,0.0004657567,0.001327493,0.001338328,0.1107384,0.001725295,0.00008911622,0.00003098117,9.846596e-7,0.000008859721,0.8806778,0.003510661],"study_design_scores_gemma":[0.002058017,0.0005154532,0.01593046,0.0006760121,0.05080413,0.0003291422,0.00005341035,0.000002203626,0.00000487134,0.00003032658,0.9290147,0.0005812351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02658439,0.3729385,0.005234697,0.4587521,0.02661112,0.02271722,0.01632123,0.004994186,0.06584661],"genre_scores_gemma":[0.1183129,0.001576824,0.002338146,0.6841107,0.0267057,0.0132541,0.03333852,0.001887874,0.1184753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3713616,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442047639161393,"score_gpt":0.3315989642431385,"score_spread":0.2971784878515246,"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."}}