{"id":"W4205545928","doi":"10.1111/ans.17435","title":"Variation in burn wound management approaches for paediatric burn patients in Australia and New Zealand","year":2022,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Helen Macpherson Smith Trust; Australasian Foundation for Plastic Surgery; Thyne Reid Foundation; Australian Commission on Safety and Quality in Health Care; HCF Research Foundation","keywords":"Medicine; Burn injury; Burn wound; Context (archaeology); Burn units; Retrospective cohort study; Emergency medicine; Surgery; Wound healing","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":[0.0021189,0.0001436123,0.000323197,0.00112436,0.0006309169,0.0008647285,0.0005953786,0.0002549284,0.001729307],"category_scores_gemma":[0.01074663,0.0002209459,0.0003659799,0.001850285,0.0009268619,0.0006295828,0.001173798,0.0005732865,0.0001385501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492686,"about_ca_system_score_gemma":0.003299854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05100732,"about_ca_topic_score_gemma":0.09199838,"domain_scores_codex":[0.9967356,0.0006352871,0.0007040918,0.0004518577,0.001073417,0.0003996661],"domain_scores_gemma":[0.9942496,0.000848431,0.003424663,0.0001815273,0.0006825238,0.00061331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006551181,0.00002516902,0.9777434,0.0002414218,0.00005894339,0.0005581423,0.003469091,0.0001436049,0.0005466621,0.0002123607,0.0005981896,0.01633757],"study_design_scores_gemma":[0.000003227444,0.00007770831,0.9922926,0.0001324676,0.00001221532,0.001422298,0.004486905,0.0001185214,0.00008698909,0.00006125358,0.001297825,0.000007907333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948595,0.001629691,0.000348036,0.0005776515,0.00002157311,0.00007108731,0.0003710089,0.000006790496,0.002114665],"genre_scores_gemma":[0.9975815,0.001492582,0.0004582878,0.0001085006,0.000008154465,0.00004170042,0.0001738209,0.000006685456,0.0001288241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100732,"threshold_uncertainty_score":0.1014209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495704679851236,"score_gpt":0.2791692981943036,"score_spread":0.1942122513957912,"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."}}