{"id":"W4409023827","doi":"10.1093/jbcr/iraf019.158","title":"529 Clinical Performance of Synthetic Dermal Skin Substitute in 77 Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Intensive care medicine","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":[0.002031728,0.00006682023,0.0003162328,0.0007176559,0.00006017343,0.00001421787,0.0001622058,0.00009028967,0.00006650868],"category_scores_gemma":[0.0009001304,0.00005167133,0.0001408148,0.0005949654,0.0001429007,0.0000895284,0.00007242108,0.00116257,0.000008042234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757964,"about_ca_system_score_gemma":0.0004881647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002888712,"about_ca_topic_score_gemma":0.00001060353,"domain_scores_codex":[0.9979575,0.000225854,0.0007082168,0.0001169049,0.0007504858,0.0002410525],"domain_scores_gemma":[0.9980772,0.0002336633,0.0001373441,0.0001670222,0.001278704,0.0001061026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009767966,0.0003167226,0.8354529,0.0003997327,0.00004887443,0.0001222791,0.0006319451,0.00003114839,0.0004554205,0.00002511486,0.0005480283,0.160991],"study_design_scores_gemma":[0.004108265,0.001103021,0.9703885,0.002779547,0.00003135933,0.00006731578,0.001514455,0.0003344917,0.01384941,0.00003583251,0.005721738,0.00006610755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953702,0.0007259574,0.00002785567,0.0006514546,0.00034193,0.000201016,8.181098e-7,0.000003200371,0.002677532],"genre_scores_gemma":[0.9990492,0.0003385117,0.00012719,0.00007221552,0.0001329046,0.000003073385,7.806895e-7,0.000006810189,0.0002693142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1609249,"threshold_uncertainty_score":0.5050853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05816502267554656,"score_gpt":0.447916025160214,"score_spread":0.3897510024846674,"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."}}