{"id":"W4414083312","doi":"10.2196/76898","title":"Dermal Filler Use in Patients Undergoing Chemotherapy and Radiation Therapy","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemotherapy; Filler (materials); Radiation therapy; Adverse effect; Adjuvant; Cancer; Skin cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000220744,0.00009098078,0.0001553732,0.0003373642,0.0003890232,0.0004141544,0.0001009227,0.0003054864,0.00694542],"category_scores_gemma":[0.001285758,0.00006316188,0.0002169646,0.0004676001,0.0001655778,0.00030236,0.0001498986,0.0003322804,0.0005622185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820433,"about_ca_system_score_gemma":0.0002551521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007647131,"about_ca_topic_score_gemma":0.001170297,"domain_scores_codex":[0.9997862,0.00004522749,0.00002536931,0.00003226691,0.00006376627,0.00004711669],"domain_scores_gemma":[0.9993419,0.0001499271,0.0003467538,0.00001857248,0.00005019631,0.00009262668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003080264,0.0002079898,0.9767365,0.0001981918,0.00003600429,0.0009516141,0.0003117427,0.00002994783,0.0005316309,0.00008223423,0.00109932,0.01950684],"study_design_scores_gemma":[0.00002677349,0.001067162,0.9716124,0.0002720031,0.0001015188,0.0135359,0.001577027,0.0001061974,0.0005960486,0.0001504475,0.01093989,0.00001448023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978048,0.006644043,0.0001132091,0.0005394827,0.00009025764,0.00005949632,0.0004994801,0.000007472598,0.01399858],"genre_scores_gemma":[0.9965516,0.001652185,0.0001070439,0.0003069381,0.00004664564,0.00002717707,0.0001654555,0.000001940582,0.001140879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00694542,"threshold_uncertainty_score":0.02323478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178769884077811,"score_gpt":0.2832953348337266,"score_spread":0.2715076359929485,"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."}}