{"id":"W4413289218","doi":"10.1016/j.jdrv.2025.08.002","title":"Frontal fibrosing alopecia in males: A systematic review","year":2025,"lang":"en","type":"article","venue":"JAAD reviews.","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Dermatology; Medicine; Scarring alopecia; Scalp","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":[0.001986026,0.0007772453,0.003555784,0.00506311,0.0003214261,0.001272454,0.0007281799,0.0009378698,0.004499131],"category_scores_gemma":[0.012119,0.0005158269,0.003883735,0.004902746,0.0003209353,0.0009016237,0.0007328008,0.000545889,0.0002458179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149778,"about_ca_system_score_gemma":0.003600786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395038,"about_ca_topic_score_gemma":0.02375028,"domain_scores_codex":[0.9981981,0.0004646713,0.0007443947,0.0001840118,0.0003282067,0.00008065571],"domain_scores_gemma":[0.9918378,0.005632655,0.001716845,0.00009304177,0.0006167291,0.0001029994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001891412,0.00001714714,0.002234489,0.9333447,0.007176102,0.0001194549,0.0001876442,0.00007239768,0.0001647903,0.0001861059,0.003500221,0.05280779],"study_design_scores_gemma":[0.0002220113,0.0002091741,0.0145304,0.8920693,0.06089323,0.0007853589,0.0003033977,0.00006291592,0.0001152285,0.0002275772,0.03054855,0.00003273843],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009889294,0.9981512,0.00003470954,0.0001186137,0.00004867844,0.00006295693,0.0004056333,0.000003176092,0.0001859838],"genre_scores_gemma":[0.01030434,0.9888211,0.0001557212,0.0002757202,0.00006481699,0.0001178755,0.0001861601,0.000001710442,0.00007244696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006395038,"threshold_uncertainty_score":0.01505113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158656136336131,"score_gpt":0.3092148740645637,"score_spread":0.2976283127012023,"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."}}