{"id":"W2979045572","doi":"10.1016/j.bja.2019.08.017","title":"Lung-protective ventilation for the surgical patient: international expert panel-based consensus recommendations","year":2019,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Edwards Lifesciences; GE Healthcare; GlaxoSmithKline","keywords":"Medicine; Perioperative; Tidal volume; Ventilation (architecture); Mechanical ventilation; Intensive care medicine; Anesthesia; Respiratory system; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005971114,0.0002211637,0.001004496,0.0002059192,0.000131818,0.00008702534,0.0002300451,0.00022931,0.0002458037],"category_scores_gemma":[0.0001846467,0.0001706434,0.001044083,0.0001363005,0.00005321894,0.0000659986,0.00001823715,0.0005033108,0.00001099488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194343,"about_ca_system_score_gemma":0.0008111091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098735,"about_ca_topic_score_gemma":0.000002811834,"domain_scores_codex":[0.9980591,0.0001581753,0.0009847367,0.0002080905,0.000396832,0.000193092],"domain_scores_gemma":[0.9976982,0.0002832839,0.001149269,0.0001923644,0.0005520356,0.0001248491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000148559,0.0001086537,0.000005201765,0.0005918672,0.000311559,0.0006257878,0.0000263788,0.000002184708,5.036697e-7,0.00003479572,0.009586281,0.9885582],"study_design_scores_gemma":[0.001147716,0.0006278346,0.00001717566,0.01044582,0.0008839436,0.006732524,0.000074614,0.00008015457,0.000007434779,0.00002100943,0.9798037,0.0001580963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007678063,0.9944007,0.001750462,0.0007895445,0.001170235,0.001603707,0.00007694143,0.00001290455,0.0001187094],"genre_scores_gemma":[0.0003341153,0.9969497,0.001257986,0.0002796937,0.0006571159,0.0001006241,0.0001661607,0.00005878587,0.0001958559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884001,"threshold_uncertainty_score":0.6958636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09439344950047222,"score_gpt":0.3640145750896994,"score_spread":0.2696211255892271,"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."}}