{"id":"W4312210439","doi":"10.1093/jbcr/irac127","title":"Skin Tissue Engineering Advances in Burns: A Brief Introduction to the Past, the Present, and the Future Potential","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Burn wound; Surgery; Debridement (dental); Transplantation; Wound healing; Artificial skin; Severe burn; Wound care; Skin cancer; Intensive care medicine; Dermatology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002162362,0.00007604236,0.000175648,0.0001841418,0.0004223462,0.0000648135,0.0002065318,0.00002445203,0.00004485019],"category_scores_gemma":[0.00009377937,0.00003340326,0.00006034803,0.0004618507,0.00008590386,0.00006992009,0.0001461853,0.001157088,0.000002073895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001678,"about_ca_system_score_gemma":0.0001056314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307256,"about_ca_topic_score_gemma":0.00004002362,"domain_scores_codex":[0.9980592,0.0003802705,0.0002341577,0.0001241589,0.0009547886,0.0002473966],"domain_scores_gemma":[0.9991673,0.000181636,0.00006448853,0.000221413,0.0002861535,0.00007900735],"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":[0.009616887,0.0005736662,0.007559849,0.0005050029,0.0005661719,0.001771177,0.07599014,0.05455555,0.001406627,0.001293809,0.08457158,0.7615895],"study_design_scores_gemma":[0.002583767,0.000682704,0.009864555,0.00005995319,0.0000530045,0.001380736,0.02807893,0.0002153236,0.0001254787,0.0001393671,0.956768,0.00004820275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5890778,0.1030309,0.0001063877,0.3055736,0.001045148,0.0009787527,0.000007791868,0.000007584143,0.000172096],"genre_scores_gemma":[0.9883614,0.00203388,0.00005929668,0.0001115362,0.008993432,0.00004717318,0.000002372019,0.0000124256,0.0003785369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8721964,"threshold_uncertainty_score":0.5027037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174478862352776,"score_gpt":0.3425136630701909,"score_spread":0.3307688744466632,"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."}}