{"id":"W3193909376","doi":"10.1097/sla.0000000000005166","title":"Burn Resuscitation Practices in North America","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Resuscitation; Total body surface area; Albumin; Burn center; Prospective cohort study; Anesthesia; Surgery; Observational study; Emergency medicine; Poison control; 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":[0.0004819712,0.0001804305,0.000182616,0.0006430651,0.0006606732,0.0004607477,0.0003793878,0.0002549554,0.002800096],"category_scores_gemma":[0.001242766,0.0001683327,0.0001768038,0.001352062,0.0003641434,0.000443082,0.0005069082,0.000391331,0.0002482097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453773,"about_ca_system_score_gemma":0.001870757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0354768,"about_ca_topic_score_gemma":0.05360128,"domain_scores_codex":[0.9992731,0.0002728682,0.00007767308,0.0001554452,0.0001253581,0.00009563068],"domain_scores_gemma":[0.9981503,0.0002582972,0.000946585,0.00004848602,0.0002211791,0.0003751932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007075047,0.0002022369,0.9903634,0.00008252838,0.00003880168,0.00009938944,0.0008008142,0.00005529328,0.0002561307,0.00008621411,0.001362666,0.006581861],"study_design_scores_gemma":[0.0000197825,0.00009831251,0.9961628,0.00007100112,0.00001149904,0.0001787603,0.001801277,0.00009409127,0.00004913912,0.00002797589,0.001481285,0.000004139545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938462,0.001271496,0.0001309643,0.000742662,0.00003137528,0.00006394174,0.001084367,0.00001138991,0.00281758],"genre_scores_gemma":[0.9964556,0.001019806,0.0002625918,0.0007753593,0.00004525165,0.0001350603,0.0007720032,0.000003978727,0.0005303462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0354768,"threshold_uncertainty_score":0.07054061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2756914685038589,"score_gpt":0.4019054283419601,"score_spread":0.1262139598381012,"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."}}