{"id":"W4220895952","doi":"10.1016/s0735-1097(22)02674-2","title":"PROGRESSION OF TRICUSPID REGURGITATION AND CLINICAL OUTCOMES IN PATIENTS WITH LONGSTANDING PERSISTENT ATRIAL FIBRILLATION","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Regurgitation (circulation); Internal medicine; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007068501,0.0003085854,0.0004963516,0.000711492,0.0006729561,0.001414912,0.0004556218,0.001049644,0.002134692],"category_scores_gemma":[0.004239489,0.0002585664,0.0008125714,0.0008557037,0.00049671,0.00140809,0.000718308,0.001961286,0.0002983974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500276,"about_ca_system_score_gemma":0.0004932591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803993,"about_ca_topic_score_gemma":0.003743736,"domain_scores_codex":[0.99957,0.00008102625,0.0000668653,0.00009565745,0.0000645676,0.0001218862],"domain_scores_gemma":[0.9964813,0.0006544791,0.001485056,0.000190341,0.0002383807,0.0009502805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003044749,0.00007841973,0.997789,0.00001024531,0.00007445626,0.0001812696,0.00008313591,0.00003842932,0.00009111851,0.00002735154,0.0000870511,0.001234982],"study_design_scores_gemma":[0.00001230145,0.0001649776,0.9987925,0.0000100257,0.00004897251,0.0003575326,0.0002605748,0.000169667,0.00002196513,0.0000630229,0.00008987284,0.000008515202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984004,0.000493185,0.00004973675,0.0001307558,0.00002747699,0.000004081738,0.0001752966,0.000004560482,0.0007144658],"genre_scores_gemma":[0.9992755,0.0001623007,0.00002652577,0.00004306466,0.00006030233,0.000003489527,0.0002428161,0.000001650979,0.0001844479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803993,"threshold_uncertainty_score":0.007141232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427643141799443,"score_gpt":0.3064383805955708,"score_spread":0.2921619491775763,"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."}}