{"id":"W4353021636","doi":"10.1093/jbcr/irad024","title":"A Histological and Clinical Study of MatriDerm® Use in Burn Reconstruction","year":2023,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Skin grafting; Elastin; Surgery; Wound healing; Scars; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009178437,0.0002710029,0.0002537721,0.0007534002,0.000282284,0.0002575763,0.0001613941,0.0003452075,0.002106456],"category_scores_gemma":[0.001218868,0.0001949047,0.0003015142,0.0005588641,0.0004728567,0.0002605879,0.0002329625,0.0002512325,0.0004968347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189627,"about_ca_system_score_gemma":0.0001481293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448588,"about_ca_topic_score_gemma":0.0006457366,"domain_scores_codex":[0.9995145,0.0001397965,0.00004875575,0.00009344536,0.0001491333,0.000054441],"domain_scores_gemma":[0.9988324,0.0002343182,0.0004170614,0.000124292,0.0002908974,0.0001009991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004750771,0.001407057,0.5814254,0.0005202256,0.0001120756,0.01161056,0.001727445,0.0004088223,0.3281785,0.0001195244,0.0001861496,0.06955352],"study_design_scores_gemma":[0.00004079466,0.01359424,0.9138308,0.00005127367,0.0001341407,0.0266984,0.00112055,0.0004669979,0.04130952,0.00004661873,0.002678134,0.0000286946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977142,0.0008377591,0.0005225385,0.00001184355,0.000007495125,0.00004218652,0.00003527291,0.000005870633,0.0008229394],"genre_scores_gemma":[0.9971727,0.0006316223,0.0007479129,0.00002061724,0.00001640979,0.00002482163,0.00008911325,0.000006015733,0.001290787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002106456,"threshold_uncertainty_score":0.007046819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3106252464775426,"score_gpt":0.5247857306184268,"score_spread":0.2141604841408842,"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."}}