{"id":"W4381469763","doi":"10.1177/12034754231168839","title":"Alopecia Areata: An Updated Review for 2023","year":2023,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Alopecia areata; Dermatology","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":[0.001788153,0.0004885322,0.005920476,0.0008378871,0.00007625822,0.00001512467,0.000156412,0.000307062,0.0003403148],"category_scores_gemma":[0.002346425,0.0002938932,0.0009890238,0.0006812498,0.0001353529,0.00009662591,0.00002402489,0.0006008088,0.00002728458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000059184,"about_ca_system_score_gemma":0.001139098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163836,"about_ca_topic_score_gemma":0.0000101498,"domain_scores_codex":[0.9962472,0.0001660826,0.002263057,0.000317488,0.0005845641,0.0004215506],"domain_scores_gemma":[0.99565,0.001612792,0.001184634,0.0003604088,0.0004724789,0.0007196754],"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":[0.00007452893,0.00004459584,0.00001012108,0.06019537,0.000405454,0.002989857,0.00002015377,2.392446e-8,1.883656e-7,0.00000657452,0.4309479,0.5053052],"study_design_scores_gemma":[0.0003459888,0.0004940504,0.000001594118,0.1553402,0.005108926,0.02293772,0.00007633077,0.000001473421,4.994505e-8,0.00005080758,0.8154351,0.0002076994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001541307,0.9955652,0.00002465853,0.001972828,0.0008787211,0.0009090109,0.00003869306,0.00003534418,0.0005601029],"genre_scores_gemma":[0.00000158595,0.9932821,0.00005567394,0.002151046,0.002227942,0.00002034999,0.000640032,0.000103715,0.001517589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5050975,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377990143591251,"score_gpt":0.3990075127644274,"score_spread":0.2612084984053022,"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."}}