{"id":"W2911742925","doi":"10.4097/kja.d.18.00331","title":"Intraoperative transesophageal echocardiogram evaluation for liver transplantation","year":2019,"lang":"en","type":"letter","venue":"Korean journal of anesthesiology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Transesophageal echocardiogram; Liver transplantation; Transplantation; Transthoracic echocardiogram; Radiology; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008363209,0.0003201529,0.001028661,0.0004561672,0.0000503488,0.00001895003,0.0001757354,0.0008739657,0.0001874213],"category_scores_gemma":[0.00005259567,0.0002407825,0.0006605681,0.0001009678,0.00009800972,0.000113408,0.000001949868,0.001097411,0.00001442303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082499,"about_ca_system_score_gemma":0.0004410831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004799168,"about_ca_topic_score_gemma":9.884548e-7,"domain_scores_codex":[0.9978456,0.0003448264,0.0007993751,0.0002654969,0.0004594868,0.0002852514],"domain_scores_gemma":[0.9979157,0.0005099256,0.0005312365,0.0002018204,0.0007809333,0.00006035492],"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":[0.006413751,0.0002437738,0.007211578,0.009389997,0.001838038,0.01736427,0.004069436,0.0001536318,0.000971965,0.00007819107,0.9125232,0.03974223],"study_design_scores_gemma":[0.0365709,0.04770693,0.1109185,0.003706207,0.03641385,0.1160779,0.0003814628,0.001207054,0.05528603,0.002365512,0.5868638,0.002501872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.216703,0.007680922,0.06860828,0.6898187,0.003317618,0.01155416,0.0006229114,0.000265498,0.001428857],"genre_scores_gemma":[0.2964243,0.01696493,0.02006393,0.651588,0.009963736,0.0001092718,0.00364549,0.0002766088,0.0009637325],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3256594,"threshold_uncertainty_score":0.9818825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934083496433072,"score_gpt":0.3027278103972804,"score_spread":0.2733869754329497,"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."}}