{"id":"W2127461823","doi":"10.1097/aln.0000000000000274","title":"Lung-protective Ventilation in the Operating Room","year":2014,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Affect (linguistics); Intensive care medicine; Lung; Population; Anesthesia; Internal medicine; Environmental health","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":[0.0007969975,0.0000948966,0.0003584074,0.00005980458,0.00006178916,0.00001011622,0.0000775301,0.0001097394,0.00004272999],"category_scores_gemma":[0.0003556212,0.00005646384,0.0001322725,0.0001307295,0.00004417379,0.00003131072,0.000009583278,0.000177236,0.00005478459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203817,"about_ca_system_score_gemma":0.00002043563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006942405,"about_ca_topic_score_gemma":0.00001058795,"domain_scores_codex":[0.9989266,0.0004164803,0.0001815403,0.0001769133,0.0001132047,0.0001853064],"domain_scores_gemma":[0.9989883,0.0006971574,0.00003714463,0.0002175182,0.00002755122,0.00003237469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954093,0.00008987166,0.9656897,0.00003121427,0.00002476536,0.0002628596,0.001538571,0.00006782334,0.0008604092,0.01776623,0.0002128946,0.01326022],"study_design_scores_gemma":[0.000510628,0.0002453845,0.9644329,0.00001764919,0.00002747674,0.0003676753,0.0001796171,0.0004877706,0.0001432217,0.0002249098,0.03329188,0.0000709155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901276,0.0001460343,0.0001466507,0.001825206,0.00004167809,0.0003316001,1.061529e-7,0.00002617275,0.007354957],"genre_scores_gemma":[0.9960744,0.00000884544,0.0001697371,0.003313784,0.0001525094,0.00004596781,0.000008304557,0.000008955309,0.0002174639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03307898,"threshold_uncertainty_score":0.2302528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259244754419009,"score_gpt":0.2717755334716831,"score_spread":0.259183085927493,"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."}}