{"id":"W6902115695","doi":"10.6084/m9.figshare.3753291.v1","title":"Clinical outcomes and economic impact of transcatheter mitral leaflet repair in heart failure patients","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MitraClip; Heart failure; Mitral regurgitation; Observational study; Cohort; Cohort study; Propensity score matching; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003121783,0.0004038088,0.0004595893,0.0005843318,0.0003296463,0.001219986,0.0004100097,0.0008155261,0.001986741],"category_scores_gemma":[0.01446619,0.0001753835,0.001637469,0.0005635819,0.0004299216,0.0005964527,0.0006233007,0.0009065541,0.00009996216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003805481,"about_ca_system_score_gemma":0.00174133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302336,"about_ca_topic_score_gemma":0.008709853,"domain_scores_codex":[0.9983553,0.00107187,0.00007624288,0.00009945502,0.0001686744,0.0002284419],"domain_scores_gemma":[0.995424,0.002577546,0.0008192038,0.000103143,0.0002745655,0.000801538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0105671,0.002581446,0.8390064,0.00035309,0.002022529,0.0008643881,0.0001949877,0.09604511,0.0005145176,0.004116716,0.002184398,0.04154921],"study_design_scores_gemma":[0.0016833,0.005854676,0.7333434,0.0003377435,0.001313382,0.0009374435,0.0009080487,0.2474913,0.0007988219,0.005452191,0.001772259,0.0001074745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946519,0.001320872,0.0004815003,0.0013918,0.00003514882,0.00004998361,0.0005123557,0.000004447176,0.001551965],"genre_scores_gemma":[0.9993352,0.0001419449,0.0001288584,0.00005838661,0.000009062377,0.00001039334,0.0002415856,6.015371e-7,0.00007383843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302336,"threshold_uncertainty_score":0.0276109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870635590892678,"score_gpt":0.3749734112913151,"score_spread":0.3462670553823883,"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."}}