{"id":"W4294052437","doi":"10.1093/jbcr/irac128","title":"Burn Wound Bed Management","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Medicine; Burn wound; Burn injury; Intensive care medicine; Wound care; Collateral damage; Medical emergency; Surgery; Wound healing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006594248,0.0005672703,0.0005015136,0.0008879991,0.00133379,0.00126274,0.0008445012,0.000860404,0.02750663],"category_scores_gemma":[0.002213341,0.0001153638,0.000515601,0.0004106186,0.0002581073,0.0007717424,0.001293621,0.001992238,0.008186163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000820898,"about_ca_system_score_gemma":0.001755636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271825,"about_ca_topic_score_gemma":0.002216641,"domain_scores_codex":[0.9993054,0.0001113615,0.00005974583,0.00005336427,0.0003363668,0.000133669],"domain_scores_gemma":[0.999423,0.00004542283,0.0000772191,0.00003455686,0.0002710745,0.0001487452],"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":[0.0002334725,0.0008069989,0.00636653,0.001358453,0.00004434276,0.003084727,0.0003946999,0.0007623677,0.006023115,0.004336707,0.1528331,0.8237555],"study_design_scores_gemma":[0.00008289483,0.001154573,0.02850068,0.005531078,0.00007802577,0.02352675,0.001912198,0.001950473,0.005078719,0.008229643,0.9238827,0.00007217402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09487058,0.114957,0.08319251,0.05416688,0.01308906,0.004636151,0.001561849,0.003252355,0.6302737],"genre_scores_gemma":[0.5222084,0.1199377,0.05960742,0.02824536,0.004504678,0.00254396,0.002893378,0.0006649414,0.2593942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02750663,"threshold_uncertainty_score":0.09201878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08766561598367266,"score_gpt":0.4355678894019561,"score_spread":0.3479022734182834,"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."}}