{"id":"W4322499668","doi":"10.1111/echo.15546","title":"A novel approach to produce axial echocardiographic images by three‐dimensional transesophageal echocardiography: A step‐by‐step guide","year":2023,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cardiology; Medicine; Computer science; Biomedical engineering; Internal medicine","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":[0.001288455,0.001384104,0.0006173328,0.001992037,0.0005613953,0.002056439,0.001726137,0.001250948,0.01190726],"category_scores_gemma":[0.00195821,0.001047202,0.0007998667,0.0006320131,0.000707988,0.001042854,0.001586334,0.002381032,0.008701544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312053,"about_ca_system_score_gemma":0.001009928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006435561,"about_ca_topic_score_gemma":0.001902703,"domain_scores_codex":[0.9994537,0.0001024465,0.00006978321,0.00009544914,0.0002554417,0.000023165],"domain_scores_gemma":[0.9986864,0.0003826689,0.00007499842,0.0003431339,0.000388244,0.0001245372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001894275,0.0001968147,0.001997498,0.0008944355,0.0001087718,0.00244829,0.0005526551,0.005852471,0.2377558,0.01124001,0.02853965,0.7102242],"study_design_scores_gemma":[0.0002523199,0.0008455467,0.005733777,0.0004262699,0.0001811697,0.05966289,0.0005484271,0.218873,0.193767,0.02283197,0.4962209,0.0006568441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001070168,0.0002607987,0.9947836,0.0001973821,0.0001042971,0.0001526671,0.00008003331,0.001935501,0.00141557],"genre_scores_gemma":[0.003166059,0.0002125195,0.9954021,0.0000599176,0.00002436975,0.00007984127,0.00006962597,0.0001922288,0.0007932635],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01190726,"threshold_uncertainty_score":0.03983372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116508965228934,"score_gpt":0.2828952157794813,"score_spread":0.2712443192565879,"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."}}