{"id":"W7117320841","doi":"10.1097/cm9.0000000000003870","title":"Expert consensus on systemic treatment activation and grading evaluation for alopecia areata","year":2025,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Alopecia areata; Delphi method; Hair loss; Quality of life (healthcare); Disease; Scalp; Grading (engineering); Clinical Practice","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":[0.08363079,0.0009733977,0.001983676,0.00621772,0.002111009,0.002892769,0.005131158,0.005018033,0.00831848],"category_scores_gemma":[0.1244889,0.0005557098,0.004381806,0.002777567,0.001746624,0.003294427,0.005843616,0.00534018,0.004123489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005184091,"about_ca_system_score_gemma":0.0293401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541483,"about_ca_topic_score_gemma":0.006572442,"domain_scores_codex":[0.9136693,0.04976291,0.01756884,0.002622653,0.0141064,0.002269801],"domain_scores_gemma":[0.9045284,0.02121041,0.004783667,0.002711273,0.06240314,0.004363002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003409504,0.0002170281,0.004186545,0.01748022,0.0003030283,0.0006767039,0.006794575,0.001319299,0.001864467,0.01053378,0.3438747,0.6124088],"study_design_scores_gemma":[0.0003687621,0.0003868561,0.008825679,0.08846034,0.0005922955,0.002008338,0.006133721,0.002785741,0.001500272,0.02534083,0.8633106,0.0002866316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02048493,0.1536266,0.1772622,0.417754,0.03956167,0.02970628,0.007180783,0.001630499,0.1527931],"genre_scores_gemma":[0.2650074,0.132978,0.4458053,0.08149081,0.01055171,0.02701972,0.01299761,0.0007703874,0.02337898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08363079,"threshold_uncertainty_score":0.4422871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113467198438851,"score_gpt":0.3775226108548937,"score_spread":0.3463879388705052,"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."}}