{"id":"W4401364041","doi":"10.1002/cpz1.1113","title":"Current Protocols: Alopecia Areata Mouse Models for Drug Efficacy and Mechanism Studies","year":2024,"lang":"en","type":"article","venue":"Current Protocols","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Alopecia Areata Foundation","keywords":"Alopecia areata; Mechanism (biology); Drug; Medicine; Dermatology; Pharmacology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004701475,0.0004327294,0.0006348166,0.0002260767,0.0001748253,0.0001701869,0.000195953,0.00008057385,0.00002726918],"category_scores_gemma":[0.0002694565,0.0003304302,0.0001868487,0.0002646999,0.0001266696,0.0003435515,0.0001726442,0.0003756269,0.00004444447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051816,"about_ca_system_score_gemma":0.0003135311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001825005,"about_ca_topic_score_gemma":0.00000503195,"domain_scores_codex":[0.9975943,0.00005991731,0.0005577753,0.0008038727,0.0004168112,0.0005673213],"domain_scores_gemma":[0.9986926,0.000165639,0.000081974,0.0004958807,0.0002289041,0.0003349808],"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":[0.002481339,0.003251069,0.0006332572,0.05323057,0.0006017723,0.00003771008,0.007200736,0.00004161048,0.001006758,0.1033176,0.1156745,0.712523],"study_design_scores_gemma":[0.01154417,0.001291937,0.00007814845,0.01317951,0.0002708472,0.00002138523,0.0005011314,0.009676556,0.005120181,0.04438451,0.9130964,0.000835242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003897487,0.009048847,0.01205325,0.0007735197,0.0003959246,0.9727202,0.0001577533,0.000619214,0.00033381],"genre_scores_gemma":[0.01080066,0.0002213796,0.0006287225,0.00006674231,0.0004886515,0.9872108,0.00006937401,0.00008068281,0.0004330135],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7974219,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684361627311235,"score_gpt":0.4552800966067952,"score_spread":0.2868439338756716,"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."}}