{"id":"W2162801113","doi":"10.1097/pcc.0b013e31822882a3","title":"Fluid overload is associated with impaired oxygenation and morbidity in critically ill children*","year":2011,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":426,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Mechanical ventilation; Organ dysfunction; Retrospective cohort study; Oxygenation index; Univariate analysis; Oxygenation; Logistic regression; Resuscitation; Ventilation (architecture); Intensive care medicine; Risk factor; Respiratory failure; Odds ratio; Intensive care unit; Internal medicine; Emergency medicine; Multivariate analysis","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":[0.0004499459,0.0003245633,0.0002664672,0.001130809,0.0002918432,0.00041282,0.0002450733,0.000317336,0.001197917],"category_scores_gemma":[0.003041228,0.0001816835,0.0002828548,0.001012653,0.000559327,0.0004389035,0.0005110331,0.0005478758,0.0001110527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236925,"about_ca_system_score_gemma":0.0005444818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719793,"about_ca_topic_score_gemma":0.001855477,"domain_scores_codex":[0.9995679,0.0001033555,0.00006391751,0.00006364488,0.0001192199,0.00008188993],"domain_scores_gemma":[0.9958561,0.0007396801,0.002867111,0.00006402121,0.0001739993,0.0002989926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384332,0.000005685434,0.9988747,0.00001584042,0.000009776707,0.0001374928,0.00001727405,0.00002424066,0.0001184836,0.000009080031,0.00003662402,0.0007269237],"study_design_scores_gemma":[0.000001484895,0.00005111789,0.9980882,0.00001665933,0.00001437676,0.001441527,0.00007929157,0.00009124715,0.0001023429,0.00001840072,0.00009250739,0.000003057646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982833,0.001056984,0.0001253195,0.000100713,0.000006701935,0.000006929312,0.0001317392,0.000005545686,0.0002828499],"genre_scores_gemma":[0.999081,0.0004388282,0.0002378219,0.00002578863,0.0000259367,0.000006605709,0.0001508986,0.000002181292,0.00003080405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719793,"threshold_uncertainty_score":0.004007399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179364662757742,"score_gpt":0.2945634701064308,"score_spread":0.2627698234788534,"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."}}