{"id":"W4387344724","doi":"10.1093/eurheartj/ehad653","title":"Tricuspid Valve Academic Research Consortium Definitions for Tricuspid Regurgitation and Trial Endpoints","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Etiology; Clinical endpoint; Clinical trial; Natural history; Tricuspid valve; Regurgitation (circulation); Internal medicine; Intensive care medicine; Cardiology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.002526093,0.0001382434,0.0002913349,0.000535028,0.0005342836,0.00009255112,0.00006029259,0.00005530869,0.00006677843],"category_scores_gemma":[0.001633642,0.0001146306,0.0008028535,0.0005442461,0.0000928798,0.0001241294,0.00005318292,0.0005742513,0.0004089947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008229917,"about_ca_system_score_gemma":0.0001691522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001632303,"about_ca_topic_score_gemma":1.266977e-7,"domain_scores_codex":[0.9977956,0.0005601696,0.0004136316,0.000272691,0.000500076,0.0004578495],"domain_scores_gemma":[0.99822,0.000733905,0.00009983763,0.0001752012,0.0003109938,0.0004600121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04842905,0.001036608,0.1291152,0.0002807576,0.002383679,0.001054427,0.001253172,0.00001864763,0.002587263,0.001961255,0.7689344,0.04294556],"study_design_scores_gemma":[0.07499512,0.002700181,0.8636875,0.0002553691,0.0007666193,0.0008945689,0.0007150923,0.00004363905,0.0001564395,0.001755477,0.05379854,0.0002314706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885393,0.00105308,0.00004309317,0.002398912,0.0006264815,0.001140101,0.00008856379,0.00008987185,0.006020599],"genre_scores_gemma":[0.9943023,0.00185074,0.0002703545,0.0002727526,0.001800286,0.00005159219,0.0001122325,0.00005939664,0.001280289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7345723,"threshold_uncertainty_score":0.5256936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3190810150117475,"score_gpt":0.4949546764186891,"score_spread":0.1758736614069416,"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."}}