{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001515475,0.000255998,0.0004708695,0.000242137,0.00004697275,0.00003754758,0.0000763727,0.0002128259,0.00004102791],"category_scores_gemma":[0.001392134,0.0001953189,0.00009585552,0.0005040863,0.00004330458,0.0001663269,0.00005668159,0.0002200727,0.00002816774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042641,"about_ca_system_score_gemma":0.00008229432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004557603,"about_ca_topic_score_gemma":0.00001357564,"domain_scores_codex":[0.9980789,0.00009013413,0.0003628562,0.0005090169,0.0005357882,0.0004232653],"domain_scores_gemma":[0.9985034,0.000420115,0.0002237495,0.0002765425,0.0003562666,0.0002199176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000494346,0.001130199,0.9953189,0.0000327152,0.000104925,0.00009549695,0.0002877444,0.000003805867,0.00006537373,0.00001513066,0.0003772815,0.00207408],"study_design_scores_gemma":[0.006376604,0.002119056,0.990181,0.0001150374,0.0003943364,0.000005266951,0.00006568593,0.0001995302,0.0002203386,0.00003731261,0.00006851191,0.0002172993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969991,0.0004147034,0.000001835864,0.001034301,0.0001269371,0.001233811,0.00002820988,0.0000517419,0.0001092916],"genre_scores_gemma":[0.9981675,0.0002322307,0.0003864274,0.0008444833,0.00005271645,0.000111276,0.0001400221,0.00003739482,0.00002790547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005882258,"threshold_uncertainty_score":0.7964875,"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."}}