{"id":"W4388265476","doi":"10.1016/j.jcjd.2023.10.115","title":"DIAGNOSTIC ACCURACY OF TRANSESOPHAGEAL ECHOCARDIOGRAPHIC COMMISSURAL-BIPLANE APPROACH IN IDENTIFYING MITRAL VALVE ANATOMY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biplane; Medicine; Commissure; Mitral valve; Anatomy; Radiology; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002098147,0.0006821999,0.0004082439,0.001613817,0.0003428214,0.001341667,0.0005731557,0.001450176,0.001665018],"category_scores_gemma":[0.01113204,0.0002917809,0.0003962961,0.0003664666,0.000400867,0.001221834,0.0006481174,0.0007121884,0.0005113296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078294,"about_ca_system_score_gemma":0.0004788346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167702,"about_ca_topic_score_gemma":0.003014472,"domain_scores_codex":[0.9990038,0.0002620213,0.000167464,0.0001853788,0.0002315742,0.0001497033],"domain_scores_gemma":[0.9966722,0.001881084,0.0002861132,0.0002171468,0.0005640175,0.0003795355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522654,0.0001604255,0.9444991,0.0001544149,0.0001180497,0.003627763,0.0002270305,0.0003132941,0.0126947,0.0001807751,0.0003865817,0.0361153],"study_design_scores_gemma":[0.0001995507,0.001427212,0.9129679,0.0004212499,0.0008799385,0.04396302,0.001309646,0.02329614,0.01203868,0.000719758,0.002688083,0.0000889505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870563,0.004817724,0.003579553,0.0003062883,0.0001381116,0.000040352,0.0001281333,0.00006103246,0.003872505],"genre_scores_gemma":[0.9950843,0.001006664,0.003393009,0.0001038235,0.00009893149,0.000006634277,0.0001113706,0.00001106851,0.0001841118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098147,"threshold_uncertainty_score":0.01109618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925642194118782,"score_gpt":0.3071616389574468,"score_spread":0.287905217016259,"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."}}