{"id":"W4210344205","doi":"10.1016/j.burnso.2022.01.002","title":"Wound healing in older adults with severe burns: Clinical treatment considerations and challenges","year":2022,"lang":"en","type":"article","venue":"Burns Open","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Population; Burn wound; Burn injury; Intensive care medicine; Wound healing; Population ageing; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003795231,0.0001286202,0.0003550942,0.00008784636,0.0001701697,0.00006224901,0.00008497154,0.00003411932,0.0007180513],"category_scores_gemma":[0.00003152252,0.00009683756,0.00003682222,0.00008717679,0.00006179577,0.000118068,0.00023314,0.0001673756,0.000006595861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008459301,"about_ca_system_score_gemma":0.00008911482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711728,"about_ca_topic_score_gemma":0.0007528506,"domain_scores_codex":[0.9989451,0.0001020275,0.0002926943,0.0003256215,0.0001548778,0.0001796506],"domain_scores_gemma":[0.9994078,0.0001554573,0.00006634453,0.000258731,0.00002416529,0.00008744527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005212914,0.004763654,0.7975333,0.0005725109,0.001183721,0.002561354,0.02234724,0.0002109488,0.000005509466,0.03444065,0.01078266,0.1203855],"study_design_scores_gemma":[0.03950606,0.005725611,0.7698642,0.000564326,0.0003536061,0.0005657876,0.03184271,0.0004855502,0.00001483041,0.001216229,0.1492266,0.000634459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434414,0.003991463,0.000008865141,0.03431425,0.0001548478,0.002861126,0.00001603284,0.00004469275,0.01516734],"genre_scores_gemma":[0.9923895,0.002242068,0.000795394,0.001350491,0.0000721794,0.0002576214,0.00002841656,0.00001808927,0.002846244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138444,"threshold_uncertainty_score":0.7862158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101010111205855,"score_gpt":0.3683088206205458,"score_spread":0.2672987094146908,"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."}}