{"id":"W2506886746","doi":"10.1007/s12630-016-0702-2","title":"Transesophageal lung ultrasonography: a novel technique for investigating hypoxemia","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Hypoxemia; Radiology; Lung; Thorax (insect anatomy); Intensive care medicine; Ultrasonography; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00302118,0.001055872,0.003851903,0.002168001,0.0007656151,0.0002885274,0.001365758,0.001272597,0.0002449311],"category_scores_gemma":[0.001802881,0.0007872003,0.003058268,0.001156949,0.0007554773,0.0003723901,0.000008245638,0.002949879,0.00001613823],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150568,"about_ca_system_score_gemma":0.02674719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008024009,"about_ca_topic_score_gemma":0.0009172042,"domain_scores_codex":[0.9932988,0.0002143809,0.003544641,0.000626173,0.0006922364,0.001623741],"domain_scores_gemma":[0.9865875,0.001818082,0.003073617,0.0006868166,0.001471723,0.006362212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002688898,0.0004903904,0.001282075,0.02958322,0.005072212,0.3317776,0.001209897,0.000009960586,0.0002589795,0.003529522,0.03153264,0.5949846],"study_design_scores_gemma":[0.0007262803,0.0006537484,0.00004284816,0.01635892,0.001778084,0.5419924,0.00003254841,7.983563e-7,0.000007595645,0.0003231987,0.4376416,0.0004419709],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007407449,0.9904015,0.00265029,0.002557529,0.0004081385,0.002713745,0.0002401263,0.00003082266,0.0002570909],"genre_scores_gemma":[0.001679173,0.9658509,0.02606058,0.0002971944,0.004573427,0.0003464488,0.0001080103,0.0004976917,0.0005865459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5945426,"threshold_uncertainty_score":0.9994579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455643435780486,"score_gpt":0.3222843478835414,"score_spread":0.2767200043054928,"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."}}