{"id":"W4412822092","doi":"10.4103/ijb.ijb_36_23","title":"Use of artificial intelligence in the management of burns – Present and future","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Burns","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Intensive care medicine; Medical emergency","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":[0.004134547,0.0004672919,0.000543371,0.002113901,0.000678419,0.003926489,0.001149697,0.00220678,0.002713064],"category_scores_gemma":[0.004014505,0.0001883329,0.0005543372,0.002043487,0.003626694,0.004284453,0.001815684,0.00327765,0.0009667138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438231,"about_ca_system_score_gemma":0.002121329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127946,"about_ca_topic_score_gemma":0.001592713,"domain_scores_codex":[0.9970805,0.001304511,0.0002001625,0.0002010642,0.001049287,0.0001644444],"domain_scores_gemma":[0.9952925,0.002767569,0.0003261829,0.000350502,0.0009233537,0.0003398998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007114025,0.0001321692,0.002185474,0.002741749,0.00007690335,0.0003166144,0.0008755296,0.001312921,0.0009920332,0.06495363,0.02785211,0.8984897],"study_design_scores_gemma":[0.00001979581,0.0002321243,0.004969467,0.007957637,0.00006943243,0.00201259,0.00227971,0.002396203,0.001296107,0.1382869,0.8403746,0.0001053806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003936092,0.8675089,0.01175367,0.07982098,0.00268869,0.00004208205,0.00004277786,0.0001260904,0.03408071],"genre_scores_gemma":[0.0749682,0.8782029,0.0223127,0.01193144,0.00525414,0.00006920262,0.00007356828,0.00005278211,0.007135157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004134547,"threshold_uncertainty_score":0.02186584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199523149478113,"score_gpt":0.4048480744718632,"score_spread":0.2848957595240519,"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."}}