{"id":"W2801732660","doi":"10.1177/1203475418773359","title":"Bullous Pemphigoid: A 10-Year Study of Discordant Results on Direct Immunofluorescence","year":2018,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Bullous pemphigoid; Biopsy; Direct fluorescent antibody; Confidence interval; Pemphigoid; Dermatology; Autoantibody; Retrospective cohort study; Skin biopsy; Pathology; Antigen; Internal medicine; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001954633,0.0004598785,0.0005309496,0.001971013,0.001379995,0.001205413,0.0006744941,0.0009974554,0.0006397403],"category_scores_gemma":[0.006435449,0.0004625592,0.0004672485,0.001559183,0.0008149616,0.001025282,0.0008139423,0.0009949878,0.0002605357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474492,"about_ca_system_score_gemma":0.000803577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386804,"about_ca_topic_score_gemma":0.008734615,"domain_scores_codex":[0.9982955,0.0003602155,0.0002201722,0.0003748773,0.0004351892,0.0003141163],"domain_scores_gemma":[0.9941889,0.001157075,0.002366999,0.0003578008,0.00120971,0.0007195378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006330088,0.00007606798,0.9956796,0.000007298331,0.00001747427,0.00272048,0.0003941667,0.00001829323,0.0001544836,0.000009587648,0.00005756761,0.0008017576],"study_design_scores_gemma":[0.00000677618,0.0002797532,0.9869602,0.00001441272,0.00003072633,0.01121251,0.0008927983,0.0001733387,0.0001047042,0.00001231347,0.0003004103,0.00001212139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992495,0.0002525798,0.00004814799,0.00003006598,0.000005906018,0.00001298385,0.00008799325,0.00000239068,0.0003103166],"genre_scores_gemma":[0.999648,0.00009493963,0.00004690244,0.00002817854,0.00001023459,0.000005088306,0.000115075,0.000001513332,0.0000500914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386804,"threshold_uncertainty_score":0.0275746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270592488290284,"score_gpt":0.2895713414430842,"score_spread":0.2625120926140558,"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."}}