{"id":"W1993984605","doi":"10.1097/00004630-200207000-00006","title":"How Well Does The Parkland Formula Estimate Actual Fluid Resuscitation Volumes?","year":2002,"lang":"en","type":"article","venue":"Journal of Burn Care & Rehabilitation","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Resuscitation; Anesthesia; Total body surface area; Urine output; Surgery; 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":[0.0005608592,0.000153421,0.0002963516,0.0002261302,0.0001374706,0.0001357456,0.0001351898,0.0000780332,0.0001052282],"category_scores_gemma":[0.001117154,0.00008214369,0.0002702889,0.0002193759,0.00009716471,0.0005933428,0.00002333362,0.0002525582,0.00002301163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831731,"about_ca_system_score_gemma":0.00002579638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006467083,"about_ca_topic_score_gemma":0.00001767499,"domain_scores_codex":[0.998467,0.0001063465,0.0004897621,0.0001432491,0.0005943924,0.0001992236],"domain_scores_gemma":[0.998032,0.0005423286,0.0004089517,0.0002529368,0.0006722594,0.00009154393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002468904,0.0005915142,0.3114157,0.002383995,0.0008147051,0.0001616238,0.06442899,0.0004932104,0.008770584,0.001438393,0.1647366,0.4422957],"study_design_scores_gemma":[0.009496283,0.009498103,0.5283999,0.001120237,0.001375397,0.0002044024,0.07170991,0.005468778,0.001476838,0.004029354,0.3665825,0.0006383673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96571,0.001174683,0.000672995,0.02937723,0.001020151,0.0004640114,0.000004288601,0.00002753106,0.001549105],"genre_scores_gemma":[0.9942917,0.0001045384,0.002934237,0.0002454796,0.0005699205,0.000005686668,0.000009077246,0.00001950759,0.001819811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4416574,"threshold_uncertainty_score":0.3349723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126827921013873,"score_gpt":0.2680792652306445,"score_spread":0.2568109860205058,"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."}}