{"id":"W4200410648","doi":"10.3126/njdvl.v19i2.38680","title":"A Sinister Disease Hides Behind Recalcitrant Mucocutaneous Disorder","year":2021,"lang":"en","type":"article","venue":"Nepal Journal of Dermatology Venereology & Leprology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Paraneoplastic pemphigus; Medicine; Mucocutaneous zone; Malignancy; Dermatology; Disease; Presentation (obstetrics); Histopathological examination; Pemphigus; Pemphigus vulgaris; Signs and symptoms; Pathology; Surgery; Autoantibody","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001740817,0.0004082099,0.001512229,0.0003719675,0.0001648593,0.0000162891,0.000361207,0.0005652324,0.001001446],"category_scores_gemma":[0.0009835133,0.0003572498,0.0006197297,0.00019912,0.001129194,0.0001121687,0.0001963997,0.0009895934,0.0001046379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006512507,"about_ca_system_score_gemma":0.001626171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008885138,"about_ca_topic_score_gemma":0.00003471342,"domain_scores_codex":[0.9962485,0.0007460398,0.001330669,0.000528172,0.0003213158,0.0008252613],"domain_scores_gemma":[0.9968739,0.0005014898,0.000686668,0.0007078974,0.0006697524,0.0005603555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.005000055,0.001394567,0.7663246,0.0001480911,0.0009758814,0.2140335,0.0003259322,0.00008542229,0.002394907,0.001302674,0.003179017,0.004835355],"study_design_scores_gemma":[0.00776868,0.0008167882,0.1825828,0.0001570076,0.002096132,0.7112361,0.0002409644,0.0002970069,0.002210273,0.006601675,0.08548331,0.0005092124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92489,0.01989411,0.0006085964,0.05217046,0.001023482,0.0002171503,0.00001390251,0.00005805729,0.001124224],"genre_scores_gemma":[0.9887863,0.000525372,0.001720437,0.008145626,0.000256881,0.00001634786,0.00004641853,0.00006308285,0.0004395621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837418,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009087919470641127,"score_gpt":0.2645447413138178,"score_spread":0.2554568218431767,"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."}}