{"id":"W4414330781","doi":"10.1177/12034754251368828","title":"Current Understanding of Seborrheic Dermatitis: Presentation, Diagnosis, and Special Populations","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Health Sciences Centre; Sunnybrook Health Science Centre; Canadian Institute for Energy Training; Women's College Hospital; University of Manitoba; Hôtel-Dieu de Québec; University of Calgary; Lynde Centre for Dermatology; University of Toronto; Western University; McMaster University; SKiN Health; University of British Columbia; Probity Medical Research; Oakville-Trafalgar Memorial Hospital; Dalhousie University; University of Fredericton; University of New Brunswick","funders":"","keywords":"Seborrheic dermatitis; Scalp; Atopic dermatitis; Malassezia; Allergic contact dermatitis","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":[0.001210849,0.0004678863,0.000936289,0.002105231,0.0003558745,0.001668452,0.0007260495,0.001245271,0.004637074],"category_scores_gemma":[0.005317731,0.0002712327,0.0005692855,0.001948438,0.000823439,0.00260389,0.0009679284,0.001294892,0.001059002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790157,"about_ca_system_score_gemma":0.001200291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260693,"about_ca_topic_score_gemma":0.002183131,"domain_scores_codex":[0.9991147,0.0001899742,0.0002028322,0.0002377569,0.0001517467,0.0001029557],"domain_scores_gemma":[0.9973507,0.001386134,0.0005736316,0.0000728523,0.0004071183,0.0002096155],"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":[0.000165845,0.0001107169,0.04446736,0.008532737,0.0001381132,0.001322918,0.001280512,0.0002438454,0.0008297261,0.005228275,0.04290226,0.8947777],"study_design_scores_gemma":[0.00006411893,0.0003430879,0.1249532,0.04362685,0.0007997748,0.06204721,0.007081441,0.0008317373,0.0008127332,0.02546684,0.7338287,0.0001443734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01318312,0.9620054,0.001465717,0.01441817,0.0009265928,0.00002398624,0.0002616473,0.00004737118,0.00766803],"genre_scores_gemma":[0.06095101,0.9290778,0.001368635,0.004175912,0.002953757,0.00004577367,0.0004639237,0.00001630634,0.000946991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004637074,"threshold_uncertainty_score":0.01551253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288962706681112,"score_gpt":0.3507756259337725,"score_spread":0.2778859988669614,"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."}}