{"id":"W4408960622","doi":"10.1002/jvc2.70026","title":"Role of Topical Ketoconazole in Therapeutic Hair Care Beyond Seborrhoeic Dermatitis and Dandruff","year":2025,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Dandruff; Seborrhoeic dermatitis; Ketoconazole; Dermatology; Seborrheic dermatitis; Medicine; Shampoo; Antifungal; Pathology","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":[0.0003929857,0.000205998,0.0003656271,0.00023237,0.0002344778,0.000395061,0.0001590458,0.0003232919,0.002467979],"category_scores_gemma":[0.0004913636,0.00004778789,0.0002826333,0.0001434418,0.0002296608,0.0003055769,0.0001598154,0.0005976617,0.0002175189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241432,"about_ca_system_score_gemma":0.00037834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005389156,"about_ca_topic_score_gemma":0.001511444,"domain_scores_codex":[0.9998327,0.00006457528,0.00001751282,0.00001598892,0.00004434057,0.00002474429],"domain_scores_gemma":[0.9996948,0.0001428025,0.00005996718,0.00001818259,0.00003349433,0.00005074126],"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":[0.007702861,0.001514364,0.004687611,0.00268064,0.0001142569,0.001465129,0.00008605143,0.0002264565,0.0352048,0.001321672,0.002749821,0.9422464],"study_design_scores_gemma":[0.0174731,0.1249246,0.231986,0.006473367,0.002611173,0.06177863,0.001857696,0.007558383,0.1647937,0.007047459,0.3733357,0.000160302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4490757,0.5187951,0.002818879,0.00503376,0.0009980195,0.0002150333,0.00009479696,0.0001822147,0.02278651],"genre_scores_gemma":[0.948375,0.04679305,0.00181893,0.0006296717,0.0004716131,0.0000375143,0.00004880735,0.000005611328,0.001819758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002467979,"threshold_uncertainty_score":0.008256257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738535840040052,"score_gpt":0.4093568654816595,"score_spread":0.391971507081259,"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."}}