{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003334968,0.000542584,0.0004118508,0.002535884,0.0002069625,0.0007134873,0.000286963,0.0006461069,0.03374154],"category_scores_gemma":[0.001118185,0.0001738169,0.0003910977,0.001519824,0.0002880325,0.0007842463,0.0004710983,0.0009297765,0.01627342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373681,"about_ca_system_score_gemma":0.0003912445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367511,"about_ca_topic_score_gemma":0.001665761,"domain_scores_codex":[0.9997916,0.00003416183,0.0000363646,0.00003890959,0.00007792541,0.00002113987],"domain_scores_gemma":[0.9996974,0.0000748423,0.00002760678,0.00003532914,0.0001258234,0.00003888074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002316725,0.00008044187,0.00977263,0.001349331,0.00008702694,0.006311081,0.0001249281,0.0001813652,0.01006976,0.001670188,0.1402073,0.8299143],"study_design_scores_gemma":[0.00004539542,0.0003920878,0.04007472,0.002271304,0.00011106,0.1315204,0.0002599525,0.0004197657,0.006055717,0.00174762,0.8170321,0.00006998522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03285912,0.611047,0.02826976,0.01072016,0.0258833,0.0002997472,0.004555597,0.00169343,0.2846719],"genre_scores_gemma":[0.252883,0.5297028,0.02399819,0.007628697,0.01373118,0.0001573024,0.005890187,0.0004774089,0.1655313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03374154,"threshold_uncertainty_score":0.1128767,"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."}}