{"id":"W2115825118","doi":"10.1007/s12028-014-0014-8","title":"Ventilation Practices in Subarachnoid Hemorrhage: A Cohort Study Exploring the Use of Lung Protective Ventilation","year":2014,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Interquartile range; Anesthesia; Tidal volume; Mean airway pressure; Ventilation (architecture); Subarachnoid hemorrhage; Peak inspiratory pressure; Hypoxemia; Plateau pressure; Lung; Surgery; Internal medicine; Respiratory system","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":[0.0008125934,0.0002920492,0.0003784746,0.0008632364,0.0009432418,0.001162214,0.000635068,0.000946851,0.001342621],"category_scores_gemma":[0.003081695,0.0006697988,0.0009022789,0.001562604,0.0004779302,0.001328021,0.0008231449,0.001140899,0.0002955235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697354,"about_ca_system_score_gemma":0.0008071908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284146,"about_ca_topic_score_gemma":0.0258015,"domain_scores_codex":[0.9989814,0.0002614144,0.0001575643,0.0002403405,0.0001554716,0.0002037348],"domain_scores_gemma":[0.9975063,0.0003365621,0.001195407,0.0002586638,0.0002467408,0.0004563252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007726069,0.00007379969,0.9989253,0.000004730043,0.00007862134,0.00006037872,0.0003274737,0.00001097384,0.0001464964,0.00001175656,0.00002544652,0.000257758],"study_design_scores_gemma":[0.00000459434,0.0001503039,0.9983727,0.000005997889,0.00002754257,0.0001597494,0.001088896,0.0000778293,0.00003197704,0.00001160903,0.00006221417,0.000006544949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995053,0.0000967353,0.00003404451,0.00002594835,0.000004064847,0.000006765482,0.0001572717,9.649592e-7,0.0001688201],"genre_scores_gemma":[0.9995294,0.00009783539,0.00005608144,0.00002819457,0.000005025298,0.000007478225,0.0001562018,0.000002033367,0.0001177565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284146,"threshold_uncertainty_score":0.04541701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09411810214432899,"score_gpt":0.3316859755014121,"score_spread":0.2375678733570831,"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."}}