{"id":"W4402738639","doi":"10.1016/j.jcin.2024.08.009","title":"TRIVALVE Score","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Université Laval; St. Michael's Hospital","funders":"","keywords":"Psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002460049,0.0001794041,0.0004449559,0.0002154953,0.00007848724,0.0001056477,0.00006743398,0.00007468929,0.0009539953],"category_scores_gemma":[0.00006269011,0.000152191,0.03357064,0.0003529397,0.00004356535,0.0001109202,0.00006397317,0.0001750854,0.000722022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412793,"about_ca_system_score_gemma":0.00008122511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005200618,"about_ca_topic_score_gemma":0.000001334534,"domain_scores_codex":[0.9986123,0.00006288777,0.0002766009,0.0004049434,0.0004081365,0.0002351387],"domain_scores_gemma":[0.9989842,0.00002707188,0.00001666313,0.0006867906,0.00009558605,0.0001896679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002147973,0.002085118,0.06188444,0.007205657,0.3298818,0.004082385,0.0003499138,0.000223449,0.0001187959,0.01168864,0.07438881,0.5078762],"study_design_scores_gemma":[0.004776591,0.000541527,0.5451497,0.006170402,0.06446899,0.0009570983,0.0002834383,0.0002134661,0.0003110791,0.001243411,0.3752004,0.0006838439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4145156,0.5171769,0.01337196,0.0008486217,0.00420226,0.002025382,0.0003868293,0.00126522,0.04620731],"genre_scores_gemma":[0.9949018,0.0005304078,0.0001685773,0.0000598626,0.0004162854,0.0001547133,0.000196757,0.00004942298,0.003522182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5803862,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891582568052218,"score_gpt":0.3866786259237043,"score_spread":0.3377628002431821,"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."}}