{"id":"W4391326177","doi":"10.1016/j.rcl.2023.12.004","title":"Cardiac Computed Tomography of Native Cardiac Valves","year":2024,"lang":"en","type":"article","venue":"Radiologic Clinics of North America","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; valvular heart disease; Grading (engineering); Cardiology; Radiology; Percutaneous; Etiology; Internal medicine; Stenosis; Endocarditis; Computed tomography; Infective endocarditis","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":[0.0003441551,0.0004655207,0.000323612,0.00249284,0.0005199666,0.0006022149,0.0004667439,0.0007419604,0.006289348],"category_scores_gemma":[0.002183664,0.0002814844,0.0003154745,0.0008195373,0.0004456547,0.0007054527,0.0003841564,0.0006412223,0.0005412551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218459,"about_ca_system_score_gemma":0.001052435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006502559,"about_ca_topic_score_gemma":0.007627982,"domain_scores_codex":[0.9997187,0.00005240276,0.00004173341,0.00004061709,0.0000631369,0.00008341927],"domain_scores_gemma":[0.9992087,0.0002900082,0.0000760484,0.00005418621,0.0001658679,0.0002052062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000869106,0.0003617348,0.5712947,0.0002641219,0.0001580816,0.3801314,0.0005479339,0.0004639466,0.01420158,0.001745071,0.006928453,0.02303383],"study_design_scores_gemma":[0.0001376737,0.0003505975,0.5827883,0.0003012489,0.0001288149,0.4009554,0.00089318,0.001613172,0.003512575,0.0009544974,0.008329686,0.00003480097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8592492,0.01626591,0.002129118,0.002975345,0.0003875804,0.0001861743,0.001391786,0.0001111545,0.1173036],"genre_scores_gemma":[0.9921169,0.003050514,0.0008486396,0.0008216019,0.0003484034,0.00001669427,0.0003559223,0.00001043398,0.002430859],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006502559,"threshold_uncertainty_score":0.0210399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793673831293826,"score_gpt":0.3433259121137519,"score_spread":0.3253891738008137,"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."}}