{"id":"W4387161688","doi":"10.1097/jdn.0000000000000754","title":"Mucous Membrane Pemphigoid","year":2023,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Dermatology; Medicine; Confusion; Pemphigoid; Mucous membrane; Oral lichen planus; Rash; Oral mucosa; Concomitant; Pathology; Autoimmune disease; Disease; Bullous pemphigoid; Antibody; Immunology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004548653,0.0001125167,0.0004144351,0.0001991624,0.0001358802,0.00001522972,0.0002198564,0.000178006,0.00008496417],"category_scores_gemma":[0.002102508,0.00007764211,0.0003322477,0.000446101,0.00004607931,0.00009704639,0.00004474763,0.0003465458,0.0001926992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702973,"about_ca_system_score_gemma":0.0002618959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004426144,"about_ca_topic_score_gemma":0.00000257542,"domain_scores_codex":[0.9983281,0.000230731,0.0005286335,0.00008883024,0.0005495196,0.0002741547],"domain_scores_gemma":[0.9979908,0.0003020451,0.001050487,0.0002287714,0.0003526892,0.00007515638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403036,0.0002930503,0.5656027,0.00007461699,0.0006876088,0.0006059673,0.001094449,0.0001060337,0.006561859,0.0001692379,0.4236741,0.0008900663],"study_design_scores_gemma":[0.002675606,0.0000834735,0.9470773,0.0001506096,0.0007391532,0.004922544,0.0005106039,0.0003262331,0.006917731,0.0008679348,0.03559845,0.0001303322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551036,0.0003617004,0.000009081531,0.04030423,0.002710517,0.000177798,0.000005290603,0.00007401832,0.001253816],"genre_scores_gemma":[0.993369,0.0001223258,0.00003901491,0.0009971138,0.0002168114,0.000003442581,0.000007725903,0.0000222308,0.005222342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880756,"threshold_uncertainty_score":0.3166153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007136272160518817,"score_gpt":0.2666053514535376,"score_spread":0.2594690792930188,"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."}}