{"id":"W3159596073","doi":"10.20473/bikk.v33.1.2021.55-62","title":"The Efficacy of Topical Vitamin C and Microneedling for Photoaging","year":2021,"lang":"en","type":"article","venue":"Berkala Ilmu Kesehatan Kulit dan Kelamin","topic":"Skin Protection and Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photoaging; Medicine; Dermatology; Vitamin C; Skin Aging; Vitamin; Dentistry; Internal medicine","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":[0.0004130873,0.0002186728,0.0003917196,0.0002971239,0.0001895269,0.0001271467,0.0001826975,0.0002988267,0.001555769],"category_scores_gemma":[0.0004474619,0.0000779162,0.0002689058,0.0001178686,0.000183969,0.0001862956,0.0001364677,0.0002469975,0.0001180683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262479,"about_ca_system_score_gemma":0.0002138725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325668,"about_ca_topic_score_gemma":0.0004229274,"domain_scores_codex":[0.9997666,0.00007797231,0.00002007129,0.00003341951,0.00007027255,0.00003157651],"domain_scores_gemma":[0.9998171,0.00005957234,0.00004599699,0.00001382846,0.00003045378,0.00003299471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0544427,0.02403978,0.0156788,0.003778561,0.0004019854,0.000486672,0.0003762008,0.0002856583,0.4654998,0.0002866921,0.0007988064,0.4339243],"study_design_scores_gemma":[0.00571741,0.5431017,0.180877,0.0005106389,0.001358708,0.002401626,0.0005574634,0.0009969244,0.2497218,0.0002738333,0.01442815,0.00005481761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845448,0.01367656,0.0004140512,0.0001081164,0.00005815808,0.0001048397,0.0000316464,0.00001746404,0.001044332],"genre_scores_gemma":[0.9939525,0.004230242,0.0009201103,0.00006578695,0.00005122369,0.0000634646,0.00003818456,0.00000288681,0.0006756039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555769,"threshold_uncertainty_score":0.005204558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662178039857182,"score_gpt":0.2813055289887251,"score_spread":0.2646837485901533,"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."}}