{"id":"W4403687265","doi":"10.1111/ijd.17530","title":"Perspectives of patients with alopecia areata: a cross‐sectional analysis of <scp>YouTube</scp> and <scp>TikTok</scp> responses","year":2024,"lang":"en","type":"letter","venue":"International Journal of Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of British Columbia; Memorial University of Newfoundland; McMaster University; University of Toronto","funders":"","keywords":"Alopecia areata; Medicine; Cross-sectional study; Dermatology; Pathology","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":[0.0001394451,0.0003615055,0.001266093,0.002975692,0.00004343188,0.00006130231,0.000396029,0.0005377324,0.00006018017],"category_scores_gemma":[0.001618042,0.0002783677,0.0005945782,0.0005338922,0.0006248197,0.0002103124,0.0001117184,0.001179126,0.000006165289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137938,"about_ca_system_score_gemma":0.0005508772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003136104,"about_ca_topic_score_gemma":0.0000274093,"domain_scores_codex":[0.9965679,0.0001727432,0.001247617,0.0003948319,0.001310915,0.0003059701],"domain_scores_gemma":[0.9943285,0.001389353,0.001183787,0.0002200418,0.002739117,0.0001391755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003753998,0.0002852463,0.8879952,0.0002217543,0.01303467,0.00328242,0.001941403,0.00002243911,0.00003113868,0.0001666226,0.09257054,0.00007320131],"study_design_scores_gemma":[0.003741609,0.0005783152,0.8880269,0.0003856121,0.003458223,0.006810949,0.001651295,0.0000716037,0.0002463411,0.0004216098,0.0945163,0.00009126025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680638,0.0027623,0.0002284861,0.02596942,0.0007233618,0.0001846485,0.0004970951,0.00001570694,0.001555207],"genre_scores_gemma":[0.9869896,0.0003673227,0.0003651896,0.009925224,0.0007330975,0.00000813215,0.000407152,0.00005493424,0.001149409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892576,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019261558993036,"score_gpt":0.2846091887253329,"score_spread":0.2744165731354025,"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."}}