{"id":"W4386019955","doi":"10.1161/circheartfailure.120.008311","title":"Predicted Heart Mass: A Tale of 2 Ventricles","year":2023,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal; University Health Network; Université du Québec; Ted Rogers Centre for Heart Research","funders":"","keywords":"Left Ventricles; Cardiology; Internal medicine; Medicine; Ventricle","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":[0.007035574,0.001064559,0.0009456479,0.00193573,0.0003782461,0.003367387,0.001302338,0.0009081534,0.00407427],"category_scores_gemma":[0.01519488,0.0004671354,0.001499363,0.001013927,0.001568028,0.001541234,0.002083426,0.002009609,0.001050935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005420865,"about_ca_system_score_gemma":0.0007889384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520201,"about_ca_topic_score_gemma":0.001093817,"domain_scores_codex":[0.9970478,0.00145495,0.0001580719,0.0005677981,0.000574111,0.000197238],"domain_scores_gemma":[0.9910718,0.004959077,0.001927544,0.0007248805,0.0005656288,0.0007510392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00069136,0.00009466724,0.9149252,0.0002249011,0.00122138,0.000277742,0.000268815,0.01017407,0.0009747452,0.006329196,0.005773583,0.0590443],"study_design_scores_gemma":[0.0001419697,0.00159199,0.7008827,0.001482707,0.001211483,0.004202515,0.001163339,0.1581014,0.001612035,0.1084408,0.02086304,0.0003060083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7526609,0.02523585,0.1698187,0.02433523,0.002075843,0.0003198137,0.005161948,0.001362006,0.01902969],"genre_scores_gemma":[0.9803461,0.001860166,0.01354436,0.0009928934,0.0006812813,0.000072565,0.0009013516,0.0001524411,0.001448797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007035574,"threshold_uncertainty_score":0.03720808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270310054559219,"score_gpt":0.3142858835036375,"score_spread":0.2872548780477156,"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."}}