{"id":"W4410413942","doi":"10.1089/derm.2025.0100","title":"<i>Letter:</i> Quality Assessment of Atopic Dermatitis-Related Chinese Short Videos on Tiktok: A Cross-Sectional Content Analysis Study","year":2025,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Cross-sectional study; Quality (philosophy); Dermatology; Traditional medicine; Environmental health; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001984055,0.000369741,0.0006362688,0.0006130341,0.002848023,0.001592018,0.0008344913,0.01136957,0.01679093],"category_scores_gemma":[0.01502885,0.0002700578,0.0005338286,0.0005622762,0.0007968997,0.001426871,0.0008422571,0.006615897,0.007443591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559223,"about_ca_system_score_gemma":0.004609071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018104,"about_ca_topic_score_gemma":0.03362096,"domain_scores_codex":[0.9986706,0.0003615422,0.0002314258,0.0001418907,0.0003631716,0.0002313071],"domain_scores_gemma":[0.9910681,0.003320471,0.0008037704,0.0002477295,0.003120884,0.001439177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004044365,0.00007757699,0.004060527,0.00003883789,0.000006981077,0.001351109,0.000334715,0.00001330197,0.0001793241,0.0002619098,0.9867219,0.006913226],"study_design_scores_gemma":[0.0002079437,0.0003573577,0.04116399,0.0009840424,0.00006018552,0.008177219,0.01216977,0.001092119,0.000715092,0.002443457,0.9324492,0.0001796433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005616027,0.0002644128,0.00008825969,0.9780553,0.008931013,0.00008381456,0.0005298461,0.00009072296,0.00634062],"genre_scores_gemma":[0.03066206,0.0005361718,0.000427947,0.9363261,0.008097787,0.0002778932,0.0002224416,0.0000570503,0.02339263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02018104,"threshold_uncertainty_score":0.05617124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138420821839408,"score_gpt":0.3661957203137853,"score_spread":0.3248115120953912,"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."}}