{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026406,0.0002640854,0.001330255,0.0005316078,0.0001056026,0.00001077976,0.00015367,0.00005952909,0.0002788412],"category_scores_gemma":[0.003773968,0.0001679589,0.0001939073,0.0003202483,0.0004797366,0.00005894487,0.00004880831,0.0002886037,0.00001344047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005536845,"about_ca_system_score_gemma":0.0003067042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521395,"about_ca_topic_score_gemma":0.000008786762,"domain_scores_codex":[0.9967973,0.0001641163,0.001468465,0.0002603204,0.001000991,0.0003088554],"domain_scores_gemma":[0.9961516,0.001461847,0.0009863754,0.0004906257,0.0006391392,0.0002704264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1437427,0.01460185,0.1394042,0.0009339078,0.003360087,0.07307275,0.02250105,0.00002052748,0.03360491,0.00004917523,0.5221611,0.04654775],"study_design_scores_gemma":[0.04411597,0.2166438,0.3875917,0.03208977,0.00713222,0.1180914,0.06001828,0.0001775493,0.01350923,0.000389575,0.1179276,0.002312903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920347,0.002361592,0.000003488174,0.001530863,0.0005511477,0.0002725996,0.000007342041,0.00002245029,0.00321585],"genre_scores_gemma":[0.9965567,0.001171977,0.00004918671,0.0003131673,0.0008280225,0.000002034639,0.000004014841,0.00003462314,0.001040294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4042334,"threshold_uncertainty_score":0.6849166,"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."}}