{"id":"W4286214953","doi":"10.1080/08941939.2022.2101164","title":"Autologous Scar-Related Tissue Combined with Skin Grafting for Reconstructing Large Area Burn Scar","year":2022,"lang":"en","type":"article","venue":"Journal of Investigative Surgery","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Skin grafting; Surgery; Popliteal fossa; Hypertrophic scar; Scalp; Tissue expansion; Scar tissue; Elbow","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":[0.001633051,0.0002121573,0.0008180557,0.0003766497,0.0005388763,0.00002377394,0.000076506,0.0000703514,0.0001081052],"category_scores_gemma":[0.0008620038,0.0001622024,0.0002354304,0.0004453861,0.0001916952,0.0001207386,0.00003735655,0.0006079488,0.000002258756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862473,"about_ca_system_score_gemma":0.0007359357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402362,"about_ca_topic_score_gemma":0.000005908094,"domain_scores_codex":[0.9978973,0.0002302139,0.0008361023,0.0002108718,0.0004324535,0.0003930673],"domain_scores_gemma":[0.9970301,0.001009996,0.001099743,0.0001480986,0.0004284762,0.0002836101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003307142,0.001103903,0.9510046,0.0004021058,0.003545856,0.003454162,0.006772304,0.001039461,0.006108997,0.0006861392,0.009235399,0.0133399],"study_design_scores_gemma":[0.09565062,0.04345852,0.3477497,0.01620405,0.009172346,0.1114911,0.06300038,0.01052073,0.2089562,0.05013812,0.03887043,0.004787843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960046,0.0004280159,0.00007916507,0.002229447,0.0005864477,0.00033846,0.00003507267,0.00004090489,0.0002578586],"genre_scores_gemma":[0.9941314,0.00001159958,0.004891844,0.0003747336,0.0001294634,0.00002861081,0.00004472916,0.00004106358,0.0003465155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603255,"threshold_uncertainty_score":0.661442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950296936101198,"score_gpt":0.2834792238384128,"score_spread":0.2439762544774009,"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."}}