{"id":"W4393098994","doi":"10.1016/j.burns.2024.03.024","title":"A randomised investigation of film-forming silicone gel in superficial partial thickness face and neck burn patients: Indication of improved early scar pigmentation outcomes","year":2024,"lang":"en","type":"article","venue":"Burns","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Notre Dame Australia","keywords":"Medicine; Silicone; Surgery; Randomized controlled trial","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":[0.0001932502,0.00009540335,0.0002698801,0.0001650572,0.00002780297,0.00001324441,0.00002393049,0.00007976879,0.000007799609],"category_scores_gemma":[0.0001098166,0.00007746348,0.00004495651,0.0001697459,0.0000632543,0.0001298479,0.00001169617,0.0000880925,0.000001812489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005617917,"about_ca_system_score_gemma":0.000089786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005893767,"about_ca_topic_score_gemma":0.00003762863,"domain_scores_codex":[0.9991162,0.00004122156,0.0003986545,0.0001586381,0.0001771959,0.0001080943],"domain_scores_gemma":[0.9995915,0.00009403486,0.0001054168,0.0000916371,0.00006460222,0.00005280392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000751481,0.0001533631,0.9635138,0.0003886698,0.00008655249,0.000002991247,0.01152661,0.00001173298,0.01902081,0.0001166654,0.000004239438,0.004423104],"study_design_scores_gemma":[0.01750727,0.0003984136,0.9569623,0.0004526855,0.0001763655,0.000002225969,0.0005337695,0.003111025,0.02053859,0.0002341226,0.000004646707,0.00007851692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998606,0.0001585061,0.0001457354,0.0002247541,0.00009973059,0.0006960686,0.00002002927,0.00002190508,0.00002723719],"genre_scores_gemma":[0.9995029,0.00002352804,0.0002098879,0.00003041523,0.00002747863,0.00004472656,0.0001191215,0.00001080257,0.00003114312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01675579,"threshold_uncertainty_score":0.3158869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613213680578048,"score_gpt":0.2827248454479721,"score_spread":0.2665927086421916,"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."}}