{"id":"W4244866090","doi":"10.1007/978-3-662-43559-5_142","title":"Burns in Children","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Rehabilitation; Burn injury; Pediatric surgery; Intensive care medicine; Epidemiology; Parenteral nutrition; Conservative management; Legislation; Multidisciplinary approach; Medical emergency; Surgery; Physical therapy; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005168916,0.0001753781,0.0003780658,0.0001907753,0.000009845276,0.00001198603,0.00006160269,0.0001772066,0.0159236],"category_scores_gemma":[0.000007360672,0.0001444073,0.0001443112,0.00002195405,0.00002958865,0.0000202419,0.00008330656,0.0002840588,0.0004310773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146168,"about_ca_system_score_gemma":0.00003308859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001709614,"about_ca_topic_score_gemma":0.00002474287,"domain_scores_codex":[0.9992564,0.000002481393,0.0002041687,0.0002318318,0.0001752246,0.0001298897],"domain_scores_gemma":[0.9995807,0.00001044819,0.0000387304,0.0002971727,0.00002276251,0.0000502338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001946929,0.00003584938,0.03251408,0.00006798092,0.0003232749,0.0001801311,0.00001477493,1.697809e-7,0.000002389693,0.9238715,0.03520558,0.007764834],"study_design_scores_gemma":[0.00177799,0.0001391577,0.09168827,0.0005846888,0.0003385525,0.00007172296,0.00001600771,0.000002745691,0.00003499793,0.007946139,0.8969039,0.0004958126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005431828,0.0006466423,0.0000157259,0.0009781645,0.0001117747,0.0002858772,0.000003107958,0.00005267519,0.9973629],"genre_scores_gemma":[0.00231662,0.000375081,0.0003108722,0.001397827,0.0002436866,0.000002471199,0.0001783156,0.00003528928,0.9951398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9159253,"threshold_uncertainty_score":0.984976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820910731805091,"score_gpt":0.2591130244211921,"score_spread":0.2409039171031412,"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."}}