{"id":"W2973244446","doi":"10.1111/apa.15021","title":"Early fluid overload was associated with prolonged mechanical ventilation and more aggressive parameters in critically ill paediatric patients","year":2019,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Interquartile range; Mechanical ventilation; Renal replacement therapy; Intensive care unit; Retrospective cohort study; Critically ill; Population; Anesthesia; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008258011,0.0003606947,0.0004758131,0.0008180006,0.0003355692,0.0006693297,0.000343731,0.0004024584,0.001164236],"category_scores_gemma":[0.004013437,0.0002506636,0.0006691808,0.0008047938,0.0004014187,0.0007480048,0.0007451958,0.0009054975,0.0001247892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434609,"about_ca_system_score_gemma":0.000588006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665387,"about_ca_topic_score_gemma":0.001520477,"domain_scores_codex":[0.9992833,0.0001641877,0.000110692,0.0001453995,0.0001512908,0.000145273],"domain_scores_gemma":[0.9964777,0.0005098535,0.002383156,0.0001067229,0.0001701727,0.0003523917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000596443,0.000007947827,0.9990249,0.00001343102,0.00002631052,0.0001304233,0.00003404058,0.00003217928,0.00009105501,0.00001160795,0.00002823708,0.0005403322],"study_design_scores_gemma":[0.000003627394,0.0000945858,0.9985806,0.0000183805,0.00002361283,0.0008186438,0.0001230507,0.0001233126,0.00007684391,0.00002382966,0.0001087434,0.000004696767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988065,0.0006868424,0.000122475,0.00005172565,0.000008898078,0.00000620246,0.0001704098,0.000002600248,0.000144301],"genre_scores_gemma":[0.9994442,0.0001730696,0.0001211355,0.00001758387,0.00002452398,0.000005728876,0.000178423,0.000001565537,0.00003378482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665387,"threshold_uncertainty_score":0.004367352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625127054578562,"score_gpt":0.2597447566632953,"score_spread":0.2434934861175096,"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."}}