{"id":"W2048922490","doi":"10.1111/j.1365-2044.2009.06046.x","title":"Unrecognised benefit of oesophageal doppler monitoring","year":2009,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Cuff; Reflux; Surgery; Suction; Airway; Resuscitation; Catheter; 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":[0.0006329945,0.0008845739,0.0007182827,0.0009762625,0.0006315491,0.0007833514,0.0007557822,0.003769435,0.001836632],"category_scores_gemma":[0.009460924,0.0002816708,0.0005771905,0.0004414183,0.001132115,0.001257485,0.0006922685,0.003374277,0.0009189288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006986377,"about_ca_system_score_gemma":0.0005926848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468093,"about_ca_topic_score_gemma":0.001013972,"domain_scores_codex":[0.9992987,0.0001360977,0.00008632157,0.0001715685,0.0001619199,0.0001453994],"domain_scores_gemma":[0.9962388,0.001550992,0.0005392224,0.0004717581,0.0004151755,0.0007840666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007677807,0.0002213004,0.03761974,0.0001510637,0.00004508076,0.9258128,0.0002983291,0.0003540142,0.006875081,0.0005509282,0.002216979,0.02508691],"study_design_scores_gemma":[0.00005088142,0.00179916,0.03089204,0.0001933714,0.00007201049,0.9505205,0.0002211987,0.001843871,0.00587079,0.001071066,0.007384736,0.00008028126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9085981,0.02302104,0.01173154,0.02799092,0.004105265,0.000187182,0.0003198168,0.0008790091,0.02316715],"genre_scores_gemma":[0.988677,0.002116013,0.001671009,0.004155478,0.001415321,0.00002000275,0.0001127569,0.00004959564,0.001782796],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003769435,"threshold_uncertainty_score":0.006144106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385035754900053,"score_gpt":0.2779453821442154,"score_spread":0.2540950245952148,"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."}}