{"id":"W2430159267","doi":"10.1097/01.asw.0000482993.64811.74","title":"Keloid Management: A Retrospective Case Review on a New Approach Using Surgical Excision, Platelet-Rich Plasma, and In-office Superficial Photon X-ray Radiation Therapy","year":2016,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Medicine; Keloid; Erythema; Scars; Retrospective cohort study; Surgery; Platelet-rich plasma; Triamcinolone acetonide; Hyperpigmentation; Radiation therapy; Dermatology; Platelet; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004180671,0.0005617018,0.00201623,0.0004719588,0.0001255978,0.00004562534,0.000174117,0.0003432832,0.0001136198],"category_scores_gemma":[0.00007529949,0.0003330669,0.0002191841,0.0008370392,0.0001124143,0.0001892277,0.000086616,0.0006371196,0.00002542643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936615,"about_ca_system_score_gemma":0.0002260138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005571116,"about_ca_topic_score_gemma":0.00002531691,"domain_scores_codex":[0.9967808,0.0004133788,0.0007533035,0.0009887823,0.0005732948,0.0004904266],"domain_scores_gemma":[0.998679,0.0003500704,0.0002411823,0.0004906122,0.00008142598,0.0001576991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002365785,0.0001864783,0.0001318249,0.01632082,0.0001097476,0.01075472,0.0002131122,0.000004571151,3.152763e-8,0.0000698499,0.00009485889,0.9718774],"study_design_scores_gemma":[0.003262476,0.0002004074,0.00007008961,0.04217693,0.0001894891,0.005299252,0.0002675749,0.000006025091,9.787811e-7,0.00002766244,0.9481307,0.0003684597],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004665924,0.9853917,0.000009173213,0.00002448736,0.0002355573,0.003967808,0.00003667645,0.00002417166,0.005644459],"genre_scores_gemma":[0.001842215,0.9966952,0.0002826475,0.00005512658,0.0001945875,0.000274126,0.0001432531,0.00005682532,0.000456042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715089,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03896636768629989,"score_gpt":0.3806881415423815,"score_spread":0.3417217738560815,"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."}}