{"id":"W2107285363","doi":"10.3111/13696998.2014.923892","title":"A Canadian cost-effectiveness analysis of transcatheter mitral valve repair with the MitraClip system in high surgical risk patients with significant mitral regurgitation","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"MitraClip; Medicine; Mitral regurgitation; Quality-adjusted life year; Mitral valve; Mitral valve repair; Quality of life (healthcare); Heart failure; Cost–utility analysis; Cardiology; Surgery; Cost effectiveness; Intensive care medicine; Internal medicine; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313758,0.0001679101,0.0008593441,0.000361566,0.00004439273,0.00001632452,0.000122107,0.0001270141,0.00003005442],"category_scores_gemma":[0.00008160603,0.00009236662,0.003898649,0.0002848082,0.0001176681,0.00008014123,0.000005870239,0.0003105034,0.000001060036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005610962,"about_ca_system_score_gemma":0.0005910546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108018,"about_ca_topic_score_gemma":0.008831537,"domain_scores_codex":[0.9982063,0.0003085836,0.0005855942,0.0001962654,0.0004519449,0.0002513564],"domain_scores_gemma":[0.9980149,0.0005055488,0.0004555898,0.0002227042,0.0002045275,0.0005967139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002264983,0.0003483344,0.9737966,0.00006827623,0.01826547,0.00005773771,0.0001596392,0.002047576,1.037023e-7,0.0001686491,0.00001331497,0.002809279],"study_design_scores_gemma":[0.008761932,0.0009820171,0.9730505,0.000269194,0.01468556,0.00003122611,0.0002466019,0.001686552,0.000003079143,0.000008638878,0.0001740255,0.0001006094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986312,0.0001294083,0.0001230139,0.0003808503,0.00009462373,0.0004430428,0.0001037323,0.000005521752,0.00008855963],"genre_scores_gemma":[0.9996323,0.00004940722,0.00007746079,0.00006932644,0.00008573281,0.00001729774,0.00004695885,0.0000180744,0.000003449464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006496949,"threshold_uncertainty_score":0.9957854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005844515260005902,"score_gpt":0.253686271921591,"score_spread":0.2478417566615851,"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."}}