{"id":"W2401096213","doi":"","title":"Treatment of Hypertrophic Scars and Keloids Using Intense Pulsed Light","year":2009,"lang":"en","type":"article","venue":"Linchuang pifuke zazhi","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypertrophic scars; Scars; Intense pulsed light; Vascularity; Hypertrophic scar; Dermatology; Surgery; Patient satisfaction","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":[0.00005031329,0.00017861,0.000442269,0.0001608055,0.00007847168,0.00001452029,0.00004798072,0.0001131692,0.00004127091],"category_scores_gemma":[0.00002213156,0.0001105596,0.0001078292,0.00016806,0.000112242,0.00004488905,0.00001977161,0.00007969728,0.0000127433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009785868,"about_ca_system_score_gemma":0.00006860958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007294489,"about_ca_topic_score_gemma":0.000001916995,"domain_scores_codex":[0.9989595,0.00003784849,0.0002497818,0.0002557074,0.0002101377,0.0002870537],"domain_scores_gemma":[0.9993569,0.00003733391,0.0000594266,0.0002858579,0.00009161635,0.0001688943],"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":[0.002810393,0.005280071,0.1713951,0.0003530869,0.001229772,0.005577755,0.005075518,0.00003422936,0.347002,0.0008540167,0.001024186,0.4593638],"study_design_scores_gemma":[0.04573109,0.03054568,0.6588309,0.001372894,0.002531365,0.01773591,0.003135954,0.01594125,0.188323,0.001725757,0.03238809,0.001738092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992354,0.002625257,0.00001189464,0.002206511,0.00008373373,0.0003488282,0.000005924786,0.00004436722,0.00231953],"genre_scores_gemma":[0.9965389,0.0005812057,0.000824746,0.0001503811,0.00008320433,0.000005355841,0.00001310782,0.00001391921,0.001789188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4874358,"threshold_uncertainty_score":0.4508488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071378828012547,"score_gpt":0.3312041237208096,"score_spread":0.2904903354406841,"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."}}