{"id":"W2950671275","doi":"10.1016/j.athoracsur.2019.05.009","title":"Reply","year":2019,"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":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Mitral regurgitation; Scopus; Context (archaeology); Mitral valve repair; Cardiology; Mitral valve replacement; MitraClip; Mitral valve prolapse; Internal medicine; Population; Mitral valve; Surgery; General surgery; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004633057,0.001285214,0.00189367,0.001400692,0.009169393,0.009915243,0.002828126,0.1197551,0.01944479],"category_scores_gemma":[0.04214576,0.001449486,0.001898024,0.0010529,0.003962184,0.004495044,0.004512356,0.06289525,0.01627153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006915091,"about_ca_system_score_gemma":0.009554633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414564,"about_ca_topic_score_gemma":0.01895858,"domain_scores_codex":[0.9947136,0.001033946,0.0005781785,0.000794263,0.001409038,0.001470947],"domain_scores_gemma":[0.9869277,0.005815519,0.001056235,0.0004172572,0.002727897,0.003055444],"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":[0.00002061549,0.000008875063,0.0003003857,0.00003122392,0.00001175754,0.0007786443,0.0001545274,0.00002274429,0.00005344452,0.0009770613,0.9958972,0.00174348],"study_design_scores_gemma":[0.00007451429,0.00002989805,0.001172243,0.0004009538,0.00004410782,0.001106591,0.001027177,0.0001734038,0.000164996,0.005026471,0.9906833,0.0000962776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002055241,0.000911018,0.00004244693,0.9530218,0.0428156,0.00001231473,0.00005699839,0.0000231902,0.002911191],"genre_scores_gemma":[0.001063978,0.0003134551,0.00003475012,0.9767053,0.01395346,0.00002264371,0.00001980485,0.00001375712,0.007872844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9805552,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188242441162104,"score_gpt":0.4322717204376382,"score_spread":0.3134474763214279,"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."}}