{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456969,0.0001469295,0.00027996,0.00005510414,0.0002308709,0.00005193755,0.00009052247,0.0000787031,0.00001837256],"category_scores_gemma":[0.0007479169,0.0001133893,0.0001241531,0.0001942246,0.0001520743,0.00005042147,0.00007727135,0.0001972713,0.000002329625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004633573,"about_ca_system_score_gemma":0.00008452282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001605006,"about_ca_topic_score_gemma":0.00001446332,"domain_scores_codex":[0.9988102,0.00005812928,0.0003470018,0.0003164914,0.00018279,0.0002853817],"domain_scores_gemma":[0.9986793,0.0006538539,0.0000901974,0.0003537117,0.0001149472,0.0001079421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005162866,0.0003691475,0.07748051,0.0006320559,0.0002927956,0.0001526651,0.002672109,0.000004792614,0.687686,0.005970494,0.0008909479,0.2233322],"study_design_scores_gemma":[0.007786903,0.0003417931,0.2286606,0.0009323239,0.0003091316,0.0008750708,0.006459098,0.001509392,0.6769525,0.000448894,0.07527846,0.0004458269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931021,0.001365797,0.00169072,0.001717869,0.0002304383,0.0005504482,0.00001046402,0.00004724153,0.001284922],"genre_scores_gemma":[0.9920354,0.00009126259,0.004663932,0.0001629039,0.000201967,0.00004786889,0.00002640552,0.00002978607,0.002740482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228864,"threshold_uncertainty_score":0.4623882,"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."}}