{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004831395,0.0003287047,0.0006295736,0.0004308175,0.00009732193,0.00001541562,0.000106743,0.0002470684,0.0003447956],"category_scores_gemma":[0.01001795,0.0002637126,0.00006209516,0.0008295643,0.0004147119,0.0001890531,0.00004943318,0.0004578513,0.00001445988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507768,"about_ca_system_score_gemma":0.000177662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005162476,"about_ca_topic_score_gemma":0.0002120813,"domain_scores_codex":[0.997157,0.0001301213,0.0006127456,0.0006255146,0.0008966065,0.000578016],"domain_scores_gemma":[0.9968472,0.0005361387,0.00006847979,0.0003337959,0.001712092,0.0005023466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005605844,0.0004961874,0.9808632,0.0005191239,0.00004387373,0.0004269717,0.007796752,2.57623e-7,0.0003107837,0.0006532531,0.001180034,0.007148948],"study_design_scores_gemma":[0.004571729,0.001759062,0.9897105,0.0001824709,0.0006443849,0.0001111356,0.002030447,0.0001191489,0.0002012489,0.0003605044,0.00002247604,0.0002869028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887667,0.003027242,0.0003418884,0.004346056,0.0002221778,0.0006872795,0.00007112981,0.0001603646,0.002377172],"genre_scores_gemma":[0.9956417,0.0002492073,0.0007909434,0.002490698,0.0005482034,0.00004021521,0.0001677038,0.00004859386,0.00002274245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009534813,"threshold_uncertainty_score":0.9999815,"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."}}