{"id":"W4387338229","doi":"10.1016/j.cjca.2023.06.118","title":"DIAGNOSTIC ACCURACY OF TRANSESOPHAGEAL ECHOCARDIOGRAPHIC COMMISSURAL-BIPLANE APPROACH IN IDENTIFYING MITRAL VALVE ANATOMY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biplane; Medicine; Mitral regurgitation; Mitral valve; Cardiology; Diagnostic accuracy; Internal medicine; Radiology; Commissure; Regurgitation (circulation); Anatomy","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":[0.002062333,0.0006570428,0.0003891137,0.001586894,0.0003378675,0.001188378,0.0005513936,0.001397137,0.001685394],"category_scores_gemma":[0.01157692,0.0002748221,0.0004153777,0.0003433167,0.000417435,0.001224331,0.0006115734,0.0006612224,0.0005260923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971326,"about_ca_system_score_gemma":0.0004336453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009363609,"about_ca_topic_score_gemma":0.002306741,"domain_scores_codex":[0.9990969,0.0002365503,0.0001498038,0.0001633819,0.0002128899,0.0001405696],"domain_scores_gemma":[0.9968162,0.001802463,0.0002816867,0.0002198256,0.000516354,0.0003635108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230777,0.0001291072,0.9494763,0.000143741,0.0001045883,0.003476297,0.000207349,0.0002807649,0.01226925,0.0001670292,0.000366647,0.03214816],"study_design_scores_gemma":[0.0001639638,0.001304761,0.9159987,0.000358281,0.0008133966,0.04413923,0.001159835,0.02091377,0.01178377,0.00066183,0.002627107,0.00007530582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98787,0.004461775,0.003525119,0.0002840704,0.000126263,0.00003970262,0.0001279615,0.00006532299,0.003499673],"genre_scores_gemma":[0.995695,0.000837229,0.002983149,0.00009343256,0.00009768358,0.000006293861,0.0001098562,0.00001034444,0.0001670588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002062333,"threshold_uncertainty_score":0.01090682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778342829818754,"score_gpt":0.3255047732824288,"score_spread":0.2877213449842413,"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."}}