{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059789,0.0006451344,0.00103424,0.001249502,0.0003257279,0.00114123,0.0004456337,0.001219727,0.004715405],"category_scores_gemma":[0.0005814706,0.0001953349,0.0006011761,0.0008617115,0.0004982591,0.001713025,0.0004822635,0.001730094,0.001394834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005293152,"about_ca_system_score_gemma":0.0006671323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006279253,"about_ca_topic_score_gemma":0.00170593,"domain_scores_codex":[0.9996879,0.00009397764,0.00003434598,0.00004050661,0.0001050902,0.00003816353],"domain_scores_gemma":[0.9995446,0.0002114797,0.00007129319,0.00001217813,0.0001176702,0.00004274136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003694082,0.0003764732,0.000598348,0.01754477,0.00008855022,0.0006759639,0.0001593687,0.0004489157,0.02323963,0.005679794,0.01475492,0.9360639],"study_design_scores_gemma":[0.00008475572,0.002722847,0.004077144,0.00707456,0.0003589391,0.006600862,0.0005884144,0.0005871479,0.01216098,0.008427504,0.9572391,0.00007783841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007062881,0.9971023,0.0002583094,0.0007649561,0.0001885675,0.000005292588,0.00001025389,0.000008372673,0.0009555189],"genre_scores_gemma":[0.005192672,0.9920844,0.0006357891,0.0004893307,0.0005045073,0.000009413575,0.00001907814,0.000003199889,0.001061592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004715405,"threshold_uncertainty_score":0.01577461,"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."}}