{"id":"W4229333162","doi":"10.2196/preprints.39167","title":"Burden of Disease in Alopecia Areata: A Canadian Online Survey of Patients and Caregivers (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alopecia areata; Medicine; Worry; Feeling; Sadness; Quality of life (healthcare); Depression (economics); Psychiatry; Pediatrics; Dermatology; Anxiety; Psychology; Anger","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057861,0.0001698836,0.0002970052,0.0009316413,0.001453033,0.0009060765,0.0005208409,0.0003107562,0.00318839],"category_scores_gemma":[0.004421731,0.000181803,0.0004440662,0.00320362,0.0003276899,0.0005101198,0.0007951773,0.00056722,0.0002662298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070206,"about_ca_system_score_gemma":0.01400485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654275,"about_ca_topic_score_gemma":0.9755278,"domain_scores_codex":[0.9990157,0.0001006135,0.0000892405,0.00008745938,0.0004762588,0.0002307414],"domain_scores_gemma":[0.9968857,0.0002259222,0.0007445618,0.00006007046,0.001348219,0.0007355682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006474023,0.00005446134,0.9632754,0.0002497417,0.00004786496,0.00008213644,0.002981779,0.00004863658,0.00008568347,0.00006583479,0.01519165,0.01785199],"study_design_scores_gemma":[0.000009631728,0.00002447563,0.9932572,0.0001279276,0.00001872011,0.0000563701,0.002930954,0.00006000131,0.00001755418,0.0000110194,0.003476871,0.000009281331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685096,0.002097083,0.00007455209,0.002926983,0.00005510506,0.0001987495,0.01796724,0.0000169667,0.00815377],"genre_scores_gemma":[0.9908417,0.002447134,0.0002302708,0.0009214228,0.00002361664,0.00009665937,0.004343023,0.000005919799,0.001090167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03457254,"threshold_uncertainty_score":0.07764924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228916650097228,"score_gpt":0.2687343757607799,"score_spread":0.2458427107510571,"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."}}