{"id":"W4393002892","doi":"10.1097/gox.0000000000005674","title":"Dermal Regeneration Template in the Management and Reconstruction of Burn Injuries and Complex Wounds: A Review","year":2024,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Integra LifeSciences","keywords":"Cosmesis; Medicine; Regeneration (biology); Wound healing; Surgery; Wound care; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007641903,0.0004102088,0.002108796,0.0002168508,0.000103344,0.000131853,0.0001269433,0.0001535266,0.00003364318],"category_scores_gemma":[0.0001353332,0.0002603955,0.0001935784,0.0005737765,0.0002911015,0.0001556642,0.0001765641,0.0002701976,0.00001249192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155328,"about_ca_system_score_gemma":0.0003000745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493401,"about_ca_topic_score_gemma":0.00006458203,"domain_scores_codex":[0.9975945,0.0003298639,0.001037869,0.000565776,0.0002298789,0.0002420602],"domain_scores_gemma":[0.9985011,0.0006279009,0.000434979,0.0002764357,0.00007151911,0.00008809363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005767685,0.00004519495,0.003077813,0.05773388,0.0008764351,0.0001069377,0.00003117508,5.38667e-8,3.297319e-8,0.001109177,0.001145006,0.9358166],"study_design_scores_gemma":[0.001244701,0.0002895045,0.008628846,0.5164368,0.01840969,0.02207358,0.000494313,0.00002221473,5.721176e-7,0.004496583,0.4270159,0.0008873251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00164612,0.9927772,0.00001027307,0.0001293892,0.0006109052,0.002330007,0.0002215687,0.00001629842,0.002258241],"genre_scores_gemma":[0.0007718286,0.9974574,0.001118533,0.00007355301,0.00005837822,0.0002370074,0.0002129907,0.00001948468,0.00005077597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9349293,"threshold_uncertainty_score":0.9999848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08819758424505496,"score_gpt":0.3725856084089907,"score_spread":0.2843880241639358,"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."}}