{"id":"W2785821130","doi":"10.1161/circinterventions.117.006061","title":"Interventional Treatment of Severe Tricuspid Regurgitation","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Surgery; Inferior vena cava; Regurgitation (circulation); Tricuspid valve; Catheter; Tricuspid Valve Insufficiency","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_broad"],"consensus_categories":[],"category_scores_codex":[0.0001490345,0.0001582792,0.0004558128,0.0002465854,0.00009892921,0.00001828937,0.00004095873,0.00007061994,0.0006047497],"category_scores_gemma":[0.00006735129,0.0001457359,0.01365706,0.0003325434,0.0001019431,0.0001182177,0.0000169971,0.00003131309,0.000126267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441567,"about_ca_system_score_gemma":0.00005868731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004864544,"about_ca_topic_score_gemma":0.000003323942,"domain_scores_codex":[0.9985871,0.00009170484,0.0004827986,0.0003025111,0.0003849953,0.0001508371],"domain_scores_gemma":[0.9986406,0.00002439559,0.0001349038,0.0005327285,0.0005544156,0.0001129724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007644217,0.009358892,0.5796527,0.00129185,0.09607746,0.00006318846,0.0007213267,0.001570868,0.0005450025,0.007680356,0.001337313,0.3009366],"study_design_scores_gemma":[0.004476431,0.001043679,0.9810925,0.0003809989,0.006378485,0.0001013123,0.00009296389,0.0001491363,0.0003082126,0.0003824343,0.005441646,0.000152165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552739,0.01574531,0.01931326,0.0001058972,0.000748451,0.001187151,0.0001582588,0.0001187568,0.007349001],"genre_scores_gemma":[0.9981099,0.00005683649,0.0004003847,0.00001044605,0.0002942623,0.0000931231,0.0004897292,0.0000227155,0.0005226316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014399,"threshold_uncertainty_score":0.9962209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306528598855733,"score_gpt":0.3745033711929317,"score_spread":0.3214380852043744,"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."}}