{"id":"W4283818219","doi":"10.1016/j.jcin.2022.05.045","title":"Transcatheter Tricuspid Valve Repair","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Tricuspid valve; Cardiology; Medicine; Internal medicine","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004856341,0.0006740927,0.001802143,0.0005768683,0.0002849726,0.00007053648,0.0002811804,0.000559436,0.007480688],"category_scores_gemma":[0.00007917293,0.0006368512,0.2934976,0.0004748495,0.00008220206,0.00009595713,0.0001862573,0.001952579,0.0005137273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057616,"about_ca_system_score_gemma":0.0001603589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756097,"about_ca_topic_score_gemma":0.000001483044,"domain_scores_codex":[0.9953457,0.0005101868,0.0008268894,0.00115734,0.001493879,0.0006660812],"domain_scores_gemma":[0.9968241,0.00007396396,0.0001791836,0.00250382,0.0002052275,0.0002137113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005186381,0.0004672243,0.0008042902,0.001391249,0.1797263,0.001540197,0.00004066597,0.00001942626,2.664881e-7,0.000008235901,0.812232,0.003718314],"study_design_scores_gemma":[0.002376655,0.0004397967,0.007564942,0.0004880622,0.09162067,0.0004364472,0.00004584602,0.000002587986,0.000002003338,0.00004260551,0.8964808,0.0004996022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005932814,0.6430224,0.002565842,0.238418,0.01482567,0.01383642,0.009232636,0.004065662,0.06810061],"genre_scores_gemma":[0.09479236,0.006892707,0.001697115,0.6765141,0.02963332,0.01457375,0.05595637,0.002240426,0.1176998],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6361297,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523022652466572,"score_gpt":0.3300474925536961,"score_spread":0.2948172660290304,"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."}}