{"id":"W4242347035","doi":"10.1016/j.athoracsur.2016.12.033","title":"Reply","year":2017,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Asymptomatic; Ventricle; Cardiology; Ejection fraction; Mitral regurgitation; Internal medicine; Context (archaeology); Mitral valve repair; Heart failure; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004484609,0.001166339,0.001983914,0.001255264,0.007704296,0.009547696,0.002814723,0.09675698,0.01604585],"category_scores_gemma":[0.04663698,0.001204615,0.001683518,0.0009060462,0.004996163,0.005085646,0.004885688,0.06504724,0.0155142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00606973,"about_ca_system_score_gemma":0.009252981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007951749,"about_ca_topic_score_gemma":0.01017991,"domain_scores_codex":[0.9943998,0.001196687,0.0005801778,0.0007916784,0.001636767,0.001394767],"domain_scores_gemma":[0.9871221,0.005507105,0.001160998,0.0003921165,0.003074043,0.002743728],"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":[0.00001532249,0.000008405014,0.0003380022,0.00002913211,0.00001149244,0.0007093622,0.000163779,0.00002234712,0.00004233364,0.001239012,0.9951516,0.002269062],"study_design_scores_gemma":[0.00007051144,0.00003038191,0.0008799388,0.0004003014,0.00004591453,0.001334196,0.001269668,0.0001794814,0.0001639578,0.007543186,0.9879922,0.00009030099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001832372,0.0009450847,0.00004148769,0.9639649,0.03246759,0.000009456224,0.00004022981,0.0000214125,0.00232659],"genre_scores_gemma":[0.001064055,0.0003816384,0.00003381869,0.9765123,0.01631006,0.00001993788,0.00001718715,0.00001356998,0.005647314],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09675698,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484265531890342,"score_gpt":0.4541498523247218,"score_spread":0.3057232991356876,"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."}}