{"id":"W4412864970","doi":"10.1016/j.jpra.2025.07.008","title":"Retrospective study on the effectiveness of punch drilling combined with superficial X-ray radiotherapy and intralesional drug injection for keloid treatment","year":2025,"lang":"en","type":"article","venue":"JPRAS Open","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Keloid; Medicine; Radiation therapy; Surgery; Retrospective cohort study","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":[0.0006975998,0.00015764,0.0004083459,0.0004862503,0.0003310775,0.000276041,0.0001623175,0.0002632193,0.001323046],"category_scores_gemma":[0.002331567,0.0001513444,0.0005329783,0.0005236187,0.0002541673,0.0002435283,0.0001798477,0.0002745264,0.0002246814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051312,"about_ca_system_score_gemma":0.0003413102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003342862,"about_ca_topic_score_gemma":0.000481728,"domain_scores_codex":[0.9992558,0.0002651439,0.0001381733,0.0001165783,0.0001539299,0.00007036517],"domain_scores_gemma":[0.9981468,0.0006579611,0.0006303141,0.0001308842,0.0001858477,0.0002482277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003452255,0.001091175,0.95904,0.0001792302,0.0003053813,0.002016397,0.0003781814,0.0001750354,0.004424567,0.00005090469,0.0001648762,0.02872195],"study_design_scores_gemma":[0.0002097428,0.02338676,0.9536997,0.00004927682,0.00065222,0.01513521,0.0008726291,0.0003993572,0.003270718,0.00003670421,0.002258837,0.00002893756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982851,0.001063103,0.0001983657,0.00001170358,0.00000630432,0.00002879928,0.00004606578,0.00000273705,0.0003576788],"genre_scores_gemma":[0.9993061,0.0003515786,0.0001365467,0.00002178711,0.00001623029,0.00001817353,0.00006302272,0.000002019179,0.00008452302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001323046,"threshold_uncertainty_score":0.004426003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614561533020226,"score_gpt":0.3541194913011131,"score_spread":0.3279738759709108,"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."}}