{"id":"W3107337503","doi":"10.1007/s10741-020-10055-9","title":"Cost-effectiveness analysis of mitral valve repair with the MitraClip delivery system for patients with mitral regurgitation: a systematic review","year":2020,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"MitraClip; Medicine; Mitral regurgitation; Mitral valve repair; Cost effectiveness; Mitral valve; Population; Heart failure; Surgery; Internal medicine; Environmental health","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"],"consensus_categories":[],"category_scores_codex":[0.001121884,0.0009972907,0.01340132,0.0002677637,0.0001439075,0.00003962934,0.0002204928,0.0002025429,0.00001687477],"category_scores_gemma":[0.0003308679,0.0004602298,0.03833805,0.002395853,0.0001027718,0.0001045614,0.00004105194,0.0003165034,0.00003923201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453303,"about_ca_system_score_gemma":0.0004996334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656874,"about_ca_topic_score_gemma":0.00000928695,"domain_scores_codex":[0.9940037,0.001842043,0.001980117,0.0009506966,0.0007823955,0.0004410277],"domain_scores_gemma":[0.9943318,0.001095355,0.001876952,0.001553935,0.0007947038,0.0003472168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001428523,0.0002137735,0.001192604,0.9187661,0.0706515,0.00001193211,0.00002152329,5.57181e-7,4.917928e-9,0.00001495139,0.002349243,0.006634946],"study_design_scores_gemma":[0.0005992792,0.0003496839,0.0005022326,0.3930742,0.3123047,0.00002730879,0.00001844632,0.000001475296,1.734466e-8,5.151543e-8,0.2929102,0.0002124417],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001407245,0.9514806,0.00007229098,0.0001049813,0.0000633922,0.04743361,0.0007274714,0.00008327628,0.00002025575],"genre_scores_gemma":[0.0001501235,0.9817744,0.001027326,0.000201801,0.00008548501,0.01461433,0.001995246,0.0001208011,0.00003049981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5256919,"threshold_uncertainty_score":0.9997849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937218316134967,"score_gpt":0.3651982142706025,"score_spread":0.3258260311092528,"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."}}