{"id":"W1998413097","doi":"10.1213/ane.0000000000000016","title":"Guidelines for Performing a Comprehensive Transesophageal Echocardiographic Examination","year":2013,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Radiology; Medical physics","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":[0.00230327,0.000834203,0.0009031373,0.002297672,0.0005139766,0.001362462,0.001143968,0.002162934,0.1053483],"category_scores_gemma":[0.01239264,0.0004585731,0.0008694954,0.001044305,0.0002886472,0.001472024,0.0009558535,0.002178531,0.1032139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005650037,"about_ca_system_score_gemma":0.001849793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380676,"about_ca_topic_score_gemma":0.00472378,"domain_scores_codex":[0.9983085,0.0004821865,0.0003954242,0.0001268215,0.0005778534,0.0001090333],"domain_scores_gemma":[0.9951832,0.001153505,0.0003107233,0.0002831937,0.002598271,0.0004711349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046212,0.0001222116,0.003182932,0.0008121737,0.00002327342,0.00114578,0.0001427607,0.0003020311,0.0009732849,0.001286683,0.7425594,0.2493447],"study_design_scores_gemma":[0.00008437801,0.0001368686,0.008990617,0.004860126,0.00003199904,0.007687388,0.0001913032,0.0003649422,0.0004474336,0.003064881,0.9740902,0.00004988811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01070384,0.09716927,0.1435478,0.06373617,0.01581719,0.00862206,0.05832586,0.01190488,0.5901729],"genre_scores_gemma":[0.06279949,0.1099917,0.3635715,0.05690093,0.01227479,0.01570063,0.1296218,0.004043852,0.2450953],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1053483,"threshold_uncertainty_score":0.352425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550133799209376,"score_gpt":0.3552768053421757,"score_spread":0.3097754673500819,"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."}}