{"id":"W3203831328","doi":"10.1111/dth.15156","title":"Successful follicular unit extraction in a case of inactive, recalcitrant alopecia barbae","year":2021,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Alopecia areata; Scarring alopecia; Dermatology; Alopecia universalis; Biopsy; Hair loss; Histopathology; Hair transplantation; Hair follicle; Follicular phase; Surgery; Scalp; Pathology; Internal medicine","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":[0.0001117567,0.0001372134,0.0003803479,0.0001377552,0.00003911434,0.000008607672,0.00005124195,0.0001505218,0.0003343927],"category_scores_gemma":[0.00008256407,0.0001126348,0.0001098547,0.0005177306,0.00006023467,0.00009982153,0.00001109143,0.0002011983,0.00001169501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002545314,"about_ca_system_score_gemma":0.0001360947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433902,"about_ca_topic_score_gemma":0.0003097851,"domain_scores_codex":[0.9989681,0.0001474562,0.0003121863,0.0002256052,0.0001258082,0.0002208646],"domain_scores_gemma":[0.9993829,0.00009320636,0.00007597422,0.0002473662,0.0001130678,0.00008745998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001745415,0.002397872,0.798259,0.0002777795,0.0002697699,0.093765,0.002546984,0.00003581466,0.04090155,0.002136188,0.000829807,0.05683479],"study_design_scores_gemma":[0.02599264,0.0007759238,0.3725488,0.0003597696,0.0001337333,0.07864039,0.02310892,0.0009104765,0.4185148,0.003404946,0.07468574,0.0009237409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896064,0.002897935,0.0003930579,0.001413714,0.00007698443,0.0002651454,0.000004464105,0.00003959254,0.00530273],"genre_scores_gemma":[0.997295,0.001051247,0.000396303,0.001112472,0.0000163577,0.00002578296,0.0000258411,0.00001282626,0.00006423626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4257102,"threshold_uncertainty_score":0.4593112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282591853453983,"score_gpt":0.3196867803365003,"score_spread":0.291427594991102,"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."}}