{"id":"W1980165531","doi":"10.1097/ccm.0000000000000517","title":"Extent, Risk Factors, and Outcome of Fluid Overload After Pediatric Heart Surgery*","year":2014,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Hazard ratio; Mechanical ventilation; Ventilation (architecture); Retrospective cohort study; Cardiac surgery; Internal medicine; Cardiology; Anesthesia; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005068089,0.0002652965,0.0001898602,0.0005349307,0.0002606025,0.0003391424,0.0002631525,0.0002184836,0.001002143],"category_scores_gemma":[0.002523456,0.0001268113,0.0002510635,0.0005152554,0.0002936272,0.0002754865,0.0003660706,0.0003390076,0.00008105717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006308531,"about_ca_system_score_gemma":0.0009362146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476182,"about_ca_topic_score_gemma":0.0230217,"domain_scores_codex":[0.9996824,0.00005588244,0.00002997671,0.00005886364,0.00007788117,0.00009487014],"domain_scores_gemma":[0.9981735,0.0002785898,0.001051573,0.00004310867,0.0001555605,0.0002978168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001777589,0.000004605979,0.9994692,0.000003528439,0.000006082322,0.00004144591,0.0000109353,0.00001559906,0.00002386641,0.000003327715,0.00002459015,0.0003789708],"study_design_scores_gemma":[0.000001344138,0.00002938503,0.9996234,0.000005476875,0.000004893032,0.0001715026,0.00004279955,0.00005587211,0.00002263059,0.000004027164,0.00003769519,0.000001020938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993355,0.0002785669,0.00003826519,0.00003767625,0.000002876034,0.000004368186,0.0001556298,0.000001959266,0.0001450818],"genre_scores_gemma":[0.9994822,0.0001431194,0.00006344679,0.0000100414,0.0000103894,0.000005321719,0.0002436249,9.58365e-7,0.00004096002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476182,"threshold_uncertainty_score":0.02935183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916319296548121,"score_gpt":0.3212837187534737,"score_spread":0.2921205257879925,"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."}}