{"id":"W4302919497","doi":"10.1016/j.carrev.2022.06.275","title":"Pre-Procedural Tricuspid Regurgitation in TMVr: Patient-Centric Outcomes","year":2022,"lang":"en","type":"article","venue":"Cardiovascular revascularization medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Incidence (geometry); Single Center; Internal medicine; Clinical endpoint; Major bleeding; Surgery; Clinical trial; Atrial fibrillation","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"],"consensus_categories":[],"category_scores_codex":[0.0007566643,0.0003338625,0.001116639,0.0006722379,0.0002367029,0.00001634804,0.0001273742,0.00008083898,0.0004251508],"category_scores_gemma":[0.0006437728,0.0002822165,0.002765306,0.001825922,0.00007367371,0.0001405733,0.0001222205,0.0003042844,0.00002051586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005996278,"about_ca_system_score_gemma":0.0001569436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405807,"about_ca_topic_score_gemma":0.000001152067,"domain_scores_codex":[0.99595,0.0004117731,0.0006884477,0.0006811712,0.001857193,0.0004114035],"domain_scores_gemma":[0.9983411,0.00005777623,0.000157432,0.0009541257,0.0002334447,0.0002560604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004685869,0.0008727058,0.909829,0.0003857502,0.008455979,0.0005686247,0.001075154,0.01140931,0.0000859033,0.0004151815,0.00232995,0.06410384],"study_design_scores_gemma":[0.01769833,0.0006413256,0.9411924,0.0001258405,0.005197919,0.0001849061,0.001250796,0.0006635123,0.00004127693,0.0001358657,0.03244453,0.0004232365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507477,0.03850756,0.002603246,0.001534605,0.0009471049,0.003639723,0.00003932817,0.0002208895,0.001759831],"genre_scores_gemma":[0.9954905,0.00068147,0.0001263617,0.00111917,0.0001646039,0.0005638725,0.001493493,0.00006724179,0.0002933233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0636806,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100305530550619,"score_gpt":0.286444764958087,"score_spread":0.2754417096525808,"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."}}