{"id":"W4409964869","doi":"10.1177/12034754251336203","title":"Neuropsychiatric Treatment of Rosacea","year":2025,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Rosacea; Dermatology; Acne","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":[0.000717988,0.0004223734,0.0007067018,0.0005067808,0.002037235,0.00114775,0.0007002602,0.01303119,0.004919904],"category_scores_gemma":[0.004178702,0.0002105124,0.0007755621,0.0002988954,0.0009795704,0.0009639403,0.0007266734,0.009278944,0.001757266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080208,"about_ca_system_score_gemma":0.001192059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258876,"about_ca_topic_score_gemma":0.00819233,"domain_scores_codex":[0.9993621,0.0002177418,0.00009301255,0.00003811549,0.0001701292,0.0001189593],"domain_scores_gemma":[0.9990208,0.0003933264,0.0001226061,0.00003224031,0.0001543737,0.0002766198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004930217,0.0003771208,0.009187918,0.0005151007,0.00009245305,0.3576116,0.0004114649,0.0003079945,0.001973934,0.007850498,0.5417885,0.07939033],"study_design_scores_gemma":[0.0005280774,0.0004948431,0.01340342,0.0009489786,0.00008279511,0.2634494,0.0006854046,0.0007679045,0.0005746023,0.008331162,0.7106774,0.00005596628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01085154,0.02831807,0.0003462917,0.8676222,0.01915143,0.00005690112,0.00005046986,0.00005110361,0.07355195],"genre_scores_gemma":[0.1636248,0.02108558,0.001042818,0.6514382,0.1042229,0.00009936409,0.0000606891,0.000031218,0.05839435],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01303119,"threshold_uncertainty_score":0.01645875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481280092319414,"score_gpt":0.2795681946194698,"score_spread":0.2547553936962756,"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."}}