{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005697729,0.0002645813,0.0008682379,0.0002874522,0.00006389745,0.000009472798,0.00005990978,0.0001539922,0.0002361777],"category_scores_gemma":[0.009588301,0.0001913849,0.0001421279,0.0002873974,0.0004416092,0.00008917646,0.00004563903,0.0003035977,0.00001662518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005763443,"about_ca_system_score_gemma":0.00004908102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001666786,"about_ca_topic_score_gemma":0.00002030829,"domain_scores_codex":[0.9976761,0.000169411,0.0006899412,0.000415823,0.0006635777,0.0003851987],"domain_scores_gemma":[0.9964948,0.002077061,0.00007610631,0.0004315262,0.0004576195,0.0004628557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001564247,0.00005783506,0.9922934,0.001266618,0.00001103088,0.00002341183,0.0006755938,1.251447e-7,0.000455516,0.0001788845,0.001073511,0.003807702],"study_design_scores_gemma":[0.001147589,0.000668923,0.993506,0.0001835252,0.0006004546,0.00002346673,0.001309279,0.00002687813,0.0005608674,0.0001553551,0.001640536,0.0001771189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989435,0.005884447,0.0005670836,0.002551611,0.000708948,0.0002745648,0.00005473915,0.00007590104,0.0004476773],"genre_scores_gemma":[0.9979002,0.0001754278,0.0003571226,0.0006745287,0.0007560187,0.00001730659,0.00005758509,0.0000372293,0.00002461966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009018528,"threshold_uncertainty_score":0.9987544,"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."}}