{"id":"W2921016641","doi":"10.1097/aln.0000000000002662","title":"Airway Closure during Surgical Pneumoperitoneum in Obese Patients","year":2019,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Ferrara; University of Toronto","keywords":"Medicine; Pneumoperitoneum; Airway; Closure (psychology); Anesthesia; Surgery; Laparoscopy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491185,0.0002410256,0.000364987,0.0004287445,0.0004120488,0.0003984651,0.0001766877,0.0004334817,0.000793543],"category_scores_gemma":[0.00142201,0.0001654512,0.0003485935,0.0003467711,0.0002933972,0.0002876033,0.0003494386,0.0004989357,0.0001035187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196826,"about_ca_system_score_gemma":0.000284143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000334241,"about_ca_topic_score_gemma":0.0004620221,"domain_scores_codex":[0.9997267,0.00006936034,0.00003115987,0.00005483365,0.00005179395,0.0000661118],"domain_scores_gemma":[0.9990588,0.0001573563,0.0005145256,0.00002908818,0.0000253657,0.000214943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001768711,0.0002107449,0.9901695,0.0000368079,0.00004487682,0.00162151,0.0001198279,0.00004530024,0.002362685,0.00002064094,0.00006788953,0.003531574],"study_design_scores_gemma":[0.00008297478,0.003337938,0.9899966,0.00001300516,0.00005776844,0.005211763,0.0003082208,0.0001946412,0.0005876091,0.00002509137,0.0001768053,0.00000756749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997495,0.0001116058,0.00002467408,0.00001217203,0.000003516202,0.000005627895,0.00001155489,9.791313e-7,0.00008033065],"genre_scores_gemma":[0.9998025,0.00006261593,0.00003849016,0.00001603568,0.00001159735,0.000006960093,0.00004105294,4.583902e-7,0.00002032615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000793543,"threshold_uncertainty_score":0.002654672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004888081347981884,"score_gpt":0.2335481587104931,"score_spread":0.2286600773625112,"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."}}