{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005576218,0.0001264537,0.000248657,0.0001711064,0.0001595134,0.00002480302,0.00004091457,0.00009803587,0.00008121785],"category_scores_gemma":[0.00273701,0.00007557581,0.00007383763,0.0001254781,0.00004401501,0.00003009365,0.000008292999,0.0001462387,0.000002330932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228122,"about_ca_system_score_gemma":0.0004994029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014959,"about_ca_topic_score_gemma":0.000007959422,"domain_scores_codex":[0.9989011,0.00007072563,0.0002643431,0.000155173,0.0004537323,0.0001548783],"domain_scores_gemma":[0.9990983,0.0003467397,0.00005912087,0.0001003613,0.0001310795,0.0002643891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002263692,0.0005903913,0.05102677,0.0002378763,0.000430412,0.00008865973,0.001901243,0.00002050197,0.003673719,0.0006587215,0.01699376,0.9221143],"study_design_scores_gemma":[0.1940506,0.009755332,0.4400945,0.0209774,0.002241373,0.01151676,0.01212986,0.2210749,0.00689754,0.03121576,0.04839296,0.001653086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796688,0.001332081,0.004018085,0.01158173,0.0004368642,0.0006025339,0.000002237514,0.00002156645,0.002336086],"genre_scores_gemma":[0.9975855,0.0002502123,0.0001554527,0.001285529,0.0004756421,0.00005125078,0.00002461385,0.000008600419,0.0001632245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9204612,"threshold_uncertainty_score":0.3276655,"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."}}