{"id":"W4316465816","doi":"10.5114/dr.2022.123984","title":"Pemphigoid nodularis – diagnostic challenges","year":2022,"lang":"en","type":"article","venue":"Dermatology Review","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Bullous pemphigoid; Pemphigoid; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001676453,0.0001689586,0.0007257925,0.00007109109,0.0002139103,0.00000268452,0.0002008189,0.00004235428,0.002965492],"category_scores_gemma":[0.0008975988,0.0001570601,0.0001999707,0.0001805501,0.00008302039,0.00002717324,0.0002493716,0.0002808478,0.0005310308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144439,"about_ca_system_score_gemma":0.0001070551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008549975,"about_ca_topic_score_gemma":0.000001847325,"domain_scores_codex":[0.9985004,0.0002920088,0.0003762207,0.0003004945,0.0002408194,0.0002900419],"domain_scores_gemma":[0.9987686,0.0003176534,0.0001300844,0.0006299136,0.00004736081,0.0001063924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001235523,0.002755724,0.07864852,0.0533002,0.000931412,0.02228261,0.0006378248,0.000005532856,0.00007228737,0.01360806,0.6426014,0.1850329],"study_design_scores_gemma":[0.0005498883,0.00008303323,0.02357456,0.001027833,0.0005232084,0.01721757,0.00008333069,0.00000770052,0.00002014948,0.0001493431,0.9565838,0.0001795657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005426541,0.9355762,0.000007696603,0.05261338,0.0001954922,0.0007719342,0.00001089034,0.0001594539,0.005238424],"genre_scores_gemma":[0.5033479,0.4818525,0.00008506203,0.01368438,0.00003139546,0.0006571772,0.00009710946,0.0000359519,0.000208488],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4979214,"threshold_uncertainty_score":0.9979459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349977225721097,"score_gpt":0.2821799907949279,"score_spread":0.258680218537717,"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."}}