{"id":"W2741563014","doi":"10.1097/sa.0000000000000315","title":"Transesophageal Lung Ultrasonography","year":2017,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Hypoxemia; Lung ultrasound; Ultrasonography; Intensive care medicine; Perioperative; Radiology; Lung; Anesthesia; 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":[0.0008328024,0.0001043401,0.0004225202,0.00005462045,0.0001544282,0.000008337946,0.000307525,0.0001711307,0.0002208961],"category_scores_gemma":[0.001417571,0.00008645644,0.0001323709,0.00007075429,0.0007261129,0.00004261607,0.00001367892,0.0001693079,0.00003556828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006162671,"about_ca_system_score_gemma":0.00006965033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006273197,"about_ca_topic_score_gemma":0.00008697645,"domain_scores_codex":[0.9989825,0.0001433685,0.0003418712,0.0002433712,0.00009808406,0.000190746],"domain_scores_gemma":[0.9973377,0.001328849,0.0002075925,0.0008569378,0.0001629182,0.0001059873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918037,0.0001650527,0.9949943,0.00002636521,0.00004440857,0.000006426494,0.00002873959,3.055383e-7,0.001897834,0.0002927815,0.0003825948,0.001969323],"study_design_scores_gemma":[0.0005799453,0.0003941323,0.9968612,0.00001399397,0.00004143838,0.00004212873,0.000004971554,0.000008034575,0.0009027824,0.000389929,0.0006902009,0.0000712433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967651,0.0001795364,0.0001363513,0.0005797549,0.00006695456,0.0002196438,0.00003045311,0.00003207969,0.001990129],"genre_scores_gemma":[0.9979619,0.0001032034,0.00138821,0.0002637815,0.00004783522,0.00001569253,0.00007561204,0.00001391773,0.0001297889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898079,"threshold_uncertainty_score":0.3525591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06889491086426565,"score_gpt":0.373098647086525,"score_spread":0.3042037362222593,"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."}}