{"id":"W4386893863","doi":"10.3390/cosmetics10050131","title":"Topical AHA in Dermatology: Formulations, Mechanisms of Action, Efficacy, and Future Perspectives","year":2023,"lang":"en","type":"article","venue":"Cosmetics","topic":"Skin Protection and Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Biochemical engineering; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00005369964,0.00004154975,0.0001107962,0.0001423861,0.00002997263,0.000003524612,0.00001774039,0.00005842678,0.00002146006],"category_scores_gemma":[0.00008228285,0.0000385421,0.00001810088,0.0002586363,0.00002780146,0.0000205772,0.00001833108,0.0001041603,0.000005268942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001703078,"about_ca_system_score_gemma":0.0000179346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001940565,"about_ca_topic_score_gemma":0.000003772979,"domain_scores_codex":[0.9996436,0.0000173035,0.0001061973,0.0000879278,0.00006792479,0.00007709327],"domain_scores_gemma":[0.9997851,0.00004595282,0.00002303688,0.0000768578,0.00003879212,0.00003027888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005101454,0.0007181002,0.06176063,0.0007841535,0.0002052554,0.0002461775,0.02710018,0.00004890638,0.06643729,0.6583038,0.003274374,0.180611],"study_design_scores_gemma":[0.004565771,0.0002587845,0.8689914,0.0001389075,0.00008735564,0.0004212484,0.0295755,0.004784402,0.03973805,0.04319192,0.008033598,0.0002130787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881938,0.0001798056,0.004455454,0.006408704,0.0001682298,0.0002002283,8.034732e-7,0.00006604552,0.0003269483],"genre_scores_gemma":[0.9979129,0.0002413938,0.001603064,0.00007686466,0.00006896308,0.000005803666,0.000003304668,0.000005349299,0.00008238252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8072308,"threshold_uncertainty_score":0.1571701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238337715641761,"score_gpt":0.327823133115441,"score_spread":0.2954397559590234,"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."}}