{"id":"W3022526507","doi":"10.1111/dth.13553","title":"Continuous tension reduction to prevent keloid recurrence after surgical excision: Preliminary experience in Asian patients","year":2020,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Keloid; Medicine; Surgery; Radiation therapy; Scars; High tension; Surgical excision","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":[0.00008366852,0.0002300851,0.0004669649,0.0001132004,0.00007090918,0.00002504751,0.0001598852,0.0001636945,0.0002369342],"category_scores_gemma":[0.00008148693,0.0001480186,0.00009608315,0.0004064704,0.00009990358,0.0001077924,0.00009626438,0.0002602041,0.0001319345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005817439,"about_ca_system_score_gemma":0.00004553673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008568376,"about_ca_topic_score_gemma":3.696532e-7,"domain_scores_codex":[0.9980246,0.0001814532,0.0004225204,0.0005491572,0.0004120911,0.0004101366],"domain_scores_gemma":[0.9991654,0.00004128162,0.00007105878,0.0002846056,0.0001098069,0.000327899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01730733,0.005615572,0.5525255,0.0001341198,0.00008315832,0.01101196,0.01758179,0.000009655444,0.001324751,0.00004518119,0.01362061,0.3807403],"study_design_scores_gemma":[0.008915815,0.00542791,0.8833399,0.0004202379,0.00001908847,0.002807081,0.002387084,0.0001868984,0.008870841,0.0001235915,0.0869012,0.0006003341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811671,0.00120488,0.0000223133,0.01533122,0.0001852039,0.001336161,0.000004662068,0.00008691091,0.0006615326],"genre_scores_gemma":[0.9967585,0.0006509759,0.0003719316,0.001721308,0.00005109413,0.0002972632,0.00002666307,0.00001534178,0.0001069153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38014,"threshold_uncertainty_score":0.6036023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125272358846203,"score_gpt":0.3327851888576419,"score_spread":0.2915324652691799,"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."}}