{"id":"W4410835916","doi":"10.26502/fjwhd.2644-288400133","title":"An International Study on Sensitive Skin Across Continents in Over 20,000 Women: Geographic and Age-Related Differences, Menstrual Regularities and Cycle Phase influence, and Effect on WEMWBS score","year":2025,"lang":"en","type":"article","venue":"Journal of Women s Health and Development","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Menstrual cycle; Demography; Geography; Medicine; 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":[0.000575337,0.0002812744,0.0004131638,0.001084532,0.0005903991,0.0003877294,0.0002881676,0.0002864166,0.001126643],"category_scores_gemma":[0.0007702663,0.000257552,0.0005142983,0.002004679,0.0002437882,0.0004892104,0.0004705861,0.000306244,0.0002176008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131644,"about_ca_system_score_gemma":0.0002920626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02007394,"about_ca_topic_score_gemma":0.02414449,"domain_scores_codex":[0.9996936,0.00007293783,0.00005384996,0.00007913786,0.00005534342,0.00004509935],"domain_scores_gemma":[0.9994666,0.00007212286,0.0002153468,0.00003764226,0.00008997492,0.0001183465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000050033,0.00003451278,0.9986587,0.00001293141,0.00003120162,0.00003031036,0.00020763,0.000006926347,0.00006972292,0.000005050581,0.00006090029,0.0008320126],"study_design_scores_gemma":[0.000002484929,0.00006748186,0.9992748,0.000004170798,0.00001655784,0.00005868245,0.0004288884,0.0000187962,0.000009954305,0.00000239385,0.0001146,0.000001259519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986202,0.0003406258,0.00004158284,0.00001870614,0.00000570781,0.00002141884,0.000566219,0.000001712858,0.0003837647],"genre_scores_gemma":[0.9988091,0.0003006524,0.0001113793,0.00002948014,0.000009979257,0.00002926537,0.0005325754,0.000001776348,0.0001758847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02007394,"threshold_uncertainty_score":0.03991419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009673316377375327,"score_gpt":0.3308365095274623,"score_spread":0.321163193150087,"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."}}