{"id":"W4385603075","doi":"10.3390/dermato3030016","title":"Sex-Dependent Skin Aging and Rejuvenation Strategies","year":2023,"lang":"en","type":"article","venue":"Dermato","topic":"Skin Protection and Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Lethbridge","funders":"Servier","keywords":"Rejuvenation; Skin Aging; Medicine; Rosacea; Dermatology; Acne; Gerontology","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":[0.0001032551,0.00004643492,0.00006974307,0.0001038023,0.00006297952,0.00003942678,0.00001559536,0.00002494365,0.0000316132],"category_scores_gemma":[0.00001636232,0.00004187831,0.00001494167,0.0001246399,0.00001202631,0.00008257329,0.00001931661,0.00007275663,0.0000868757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132406,"about_ca_system_score_gemma":0.00001786468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001981397,"about_ca_topic_score_gemma":0.000004332088,"domain_scores_codex":[0.9996011,0.00001342289,0.00008039145,0.0000976547,0.0001132268,0.00009425948],"domain_scores_gemma":[0.9998388,0.00001644079,0.00001825388,0.00007051689,0.00001686765,0.0000390807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001562002,0.0002510912,0.1272521,0.002152052,0.0004344046,0.003226526,0.03643467,0.0004834245,0.2631735,0.02353953,0.056422,0.4864745],"study_design_scores_gemma":[0.007772591,0.0001532179,0.3527234,0.0008674656,0.0001443198,0.004232441,0.06130459,0.03769122,0.3956661,0.01283313,0.1256494,0.0009621059],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823228,0.0001075172,0.0009263541,0.005186073,0.000131511,0.0001666196,0.000001200967,0.0003463191,0.01081164],"genre_scores_gemma":[0.9969765,0.00003751212,0.00007643372,0.0004986056,0.00005602886,0.0000114422,0.000007145341,0.000008246215,0.002328118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4855124,"threshold_uncertainty_score":0.1707748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865545747870664,"score_gpt":0.2923525748794267,"score_spread":0.2736971174007201,"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."}}