{"id":"W2038233118","doi":"10.1097/aln.0b013e3182a9b0c1","title":"Positive End-expiratory Pressure Increments during Anesthesia in Normal Lung Result in Hysteresis and Greater Numbers of Smaller Aerated Airspaces","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Anesthesia; Positive end-expiratory pressure; Hysteresis; Lung; Cardiology; Internal medicine; Mechanical ventilation","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":[0.0001900067,0.0001750917,0.0004128479,0.0003079957,0.00003830543,0.000008150028,0.00006813486,0.0002326555,0.000178202],"category_scores_gemma":[0.00003199815,0.0001437715,0.00003686361,0.0001669926,0.0001508022,0.0001521653,0.00003095336,0.0001894602,0.00002203098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003391533,"about_ca_system_score_gemma":0.00005039836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008968117,"about_ca_topic_score_gemma":0.00009744773,"domain_scores_codex":[0.9986193,0.0002828094,0.0004011441,0.000292053,0.000121826,0.000282872],"domain_scores_gemma":[0.9994425,0.00006687421,0.0001242006,0.000178722,0.0001109377,0.000076813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005440535,0.00008450679,0.9801629,0.0001490008,0.00004423654,0.0005743559,0.001920905,0.00003489432,0.0161807,0.00001133124,0.0001380992,0.000155068],"study_design_scores_gemma":[0.002082981,0.0001862575,0.9795202,0.00016581,0.00002818696,0.0002212624,0.0005777166,0.0001521667,0.0168189,0.000002395684,0.0001072632,0.0001368764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982806,0.0004205694,1.370032e-7,0.0003121524,0.00001762101,0.0004585941,0.000001258721,0.00001897951,0.0004900452],"genre_scores_gemma":[0.9987751,0.00003230811,0.00004137293,0.0006915283,0.00002830327,0.00003690402,0.00001043804,0.0000177584,0.0003663335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538928,"threshold_uncertainty_score":0.586283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831293663968036,"score_gpt":0.2261199766844117,"score_spread":0.2178070400447313,"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."}}