{"id":"W4401171935","doi":"10.1016/j.injury.2024.111755","title":"The clinical effects of artificial dermis in the treatment of skin and soft tissue defects accompanied by bone or tendon exposure","year":2024,"lang":"en","type":"article","venue":"Injury","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermis; Soft tissue; Tendon; Medicine; Artificial skin; Anatomy; Biomedical engineering; Surgery","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":[0.0002631594,0.0001159645,0.0003253514,0.00004300115,0.00005106863,0.00001724399,0.00004439669,0.00008381445,0.000005173998],"category_scores_gemma":[0.00009840533,0.00005078803,0.00007690564,0.0001346409,0.0001109883,0.00001649623,0.000009520605,0.0001030055,0.000006947771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003171582,"about_ca_system_score_gemma":0.00008209327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531945,"about_ca_topic_score_gemma":0.0001152657,"domain_scores_codex":[0.9990116,0.0001379519,0.0003666463,0.0001743265,0.0001599252,0.0001494985],"domain_scores_gemma":[0.9981605,0.001494917,0.00005540399,0.0002244136,0.00001880752,0.00004593313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001956109,0.002750881,0.02825777,0.0005009152,0.0003449341,0.0004284554,0.003242313,3.553859e-7,0.009851964,0.0002324723,0.00287817,0.9495556],"study_design_scores_gemma":[0.01277928,0.0548442,0.4521787,0.002547151,0.002791835,0.0003090149,0.001578335,0.000243656,0.3398379,0.002189814,0.1301849,0.0005152218],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987592,0.01095663,0.000005452895,0.0005447476,0.0002187176,0.0005726027,0.00001555586,0.00001812638,0.00007613195],"genre_scores_gemma":[0.9982086,0.001214386,0.00004372764,0.00006239198,0.0001324154,0.00004925246,0.00001043233,0.00001244587,0.0002663392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9490404,"threshold_uncertainty_score":0.2071076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931435659356172,"score_gpt":0.3812712349944474,"score_spread":0.3519568784008857,"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."}}