{"id":"W3160073641","doi":"10.1093/jbcr/irab083","title":"Early Wound Repair Versus Later Scar Repair in Children with Treadmill Hand Friction Burns","year":2021,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Skin grafting; Debridement (dental); Contracture; Hypertrophic scar; Wound healing; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114089,0.0001654493,0.0004381055,0.0007609908,0.0001634967,0.00009759224,0.0001479951,0.000133915,0.0002154006],"category_scores_gemma":[0.0002236502,0.00011944,0.0003121847,0.0009290833,0.0001579807,0.0002920479,0.0001090161,0.001120156,0.00002545117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560874,"about_ca_system_score_gemma":0.0003910184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804836,"about_ca_topic_score_gemma":0.0002226424,"domain_scores_codex":[0.997117,0.0002418196,0.0004931518,0.0002872618,0.001374233,0.0004865314],"domain_scores_gemma":[0.9976996,0.0001316292,0.0001296745,0.0004069308,0.001402953,0.0002292304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003624517,0.0002124599,0.978493,0.0001297865,0.0008295382,0.002790195,0.002793697,0.00002395375,0.0006339244,0.00005030233,0.007085535,0.003333056],"study_design_scores_gemma":[0.008697174,0.003500591,0.9624497,0.0004653625,0.0002242276,0.0005155542,0.005241094,0.00002446915,0.001733986,0.00003868184,0.0169338,0.0001753535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927568,0.002803799,0.000008517732,0.001140023,0.0002453584,0.0003050089,0.000005684524,0.0000358684,0.002698874],"genre_scores_gemma":[0.9946772,0.0004712844,0.0004799114,0.00008276352,0.000605899,0.000005882552,0.00001283622,0.00003437342,0.003629838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01604333,"threshold_uncertainty_score":0.4870624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04186808895685596,"score_gpt":0.3517326133697485,"score_spread":0.3098645244128925,"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."}}