{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006220642,0.000887137,0.001652437,0.002329283,0.0006730632,0.002481375,0.0005546834,0.0009125337,0.03047783],"category_scores_gemma":[0.003062534,0.0001282255,0.001352916,0.001338081,0.0004441508,0.001223417,0.001313177,0.002317302,0.01352146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121163,"about_ca_system_score_gemma":0.0007532588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006363865,"about_ca_topic_score_gemma":0.001524073,"domain_scores_codex":[0.9992912,0.00007398037,0.00009619,0.0001569452,0.0002471355,0.0001345125],"domain_scores_gemma":[0.9991504,0.0001237387,0.0001989089,0.000073154,0.000166226,0.0002874931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001891502,0.0004437736,0.6112818,0.0005289294,0.002051116,0.001556242,0.0001170762,0.00131241,0.001704647,0.005511892,0.1720909,0.2015097],"study_design_scores_gemma":[0.0005254664,0.0009865471,0.8204297,0.0006778198,0.00127652,0.01363147,0.000243696,0.004825132,0.001206935,0.01539981,0.1405484,0.000248361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4302634,0.0169113,0.01334042,0.009974223,0.004188315,0.000525595,0.04568687,0.001705625,0.4774043],"genre_scores_gemma":[0.8073644,0.006752546,0.006634367,0.006756127,0.006927196,0.000726368,0.06214884,0.0006752471,0.1020149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03047783,"threshold_uncertainty_score":0.1019585,"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."}}