{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005166817,0.001242794,0.00223522,0.004040915,0.001359592,0.003473182,0.002419134,0.004607608,0.008694272],"category_scores_gemma":[0.02161091,0.0008254097,0.001031002,0.00149449,0.00202625,0.007879279,0.002030462,0.01085552,0.01034096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658936,"about_ca_system_score_gemma":0.001769931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003685501,"about_ca_topic_score_gemma":0.005157194,"domain_scores_codex":[0.9971544,0.0008357012,0.0003892087,0.0002948874,0.001063361,0.0002624927],"domain_scores_gemma":[0.9876879,0.004818794,0.000772631,0.0005392808,0.004853455,0.001328008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0000991242,0.00008034046,0.005686418,0.002183976,0.00005206201,0.01870302,0.0004193582,0.0002528555,0.000999889,0.004347669,0.529495,0.4376803],"study_design_scores_gemma":[0.00005000649,0.0001003634,0.004352421,0.009591371,0.0001274309,0.2342117,0.003011028,0.0008410098,0.0007518832,0.02024671,0.7266007,0.0001153931],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002772208,0.6375431,0.004823873,0.312376,0.01756564,0.00008107015,0.0002536686,0.0005337599,0.02405048],"genre_scores_gemma":[0.06139789,0.7249241,0.01457634,0.1204097,0.06305548,0.0001301176,0.0008094198,0.0001697839,0.01452716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008694272,"threshold_uncertainty_score":0.02908522,"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."}}