{"id":"W2512093512","doi":"10.5001/omj.2016.79","title":"Monoclonal Gammopathy of Undetermined Significance and Neutrophilic Dermatosis","year":2016,"lang":"en","type":"article","venue":"Oman Medical Journal","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Monoclonal gammopathy of undetermined significance; Monoclonal gammopathy; Dermatology; Pathology; Paraproteinemias; Monoclonal; Monoclonal antibody; Immunology; Antibody","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":[0.0003236185,0.000119211,0.0003237575,0.00009734616,0.00006828377,0.000008838135,0.0001218685,0.0001120811,0.0009030452],"category_scores_gemma":[0.0002838329,0.00006986619,0.0001033961,0.00007368463,0.0003404273,0.0001060928,0.00004040221,0.0002374565,0.0000180992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002793081,"about_ca_system_score_gemma":0.0002973202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002997758,"about_ca_topic_score_gemma":0.000001229144,"domain_scores_codex":[0.9985363,0.0000590429,0.0004719627,0.0001359706,0.0005629814,0.0002337655],"domain_scores_gemma":[0.9990792,0.0001020856,0.0001701972,0.0001497421,0.00007354533,0.0004252707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007863303,0.000407189,0.1864661,0.0002672276,0.0002888701,0.001895228,0.0005268179,3.161238e-7,0.1515452,0.001030524,0.007473567,0.6493126],"study_design_scores_gemma":[0.0157271,0.001645953,0.8957507,0.002567793,0.000322641,0.01515889,0.0005239979,0.0003610534,0.02277052,0.002435714,0.04216092,0.0005747395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894804,0.0007448421,0.000914699,0.007691426,0.0001133579,0.0000831255,0.000001818579,0.00001872832,0.0009516065],"genre_scores_gemma":[0.9973872,0.001155595,0.0002304911,0.0007772237,0.0001997322,0.000003533077,6.73892e-7,0.00001533697,0.0002302654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092846,"threshold_uncertainty_score":0.9887711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007916390268819178,"score_gpt":0.2419546833066995,"score_spread":0.2340382930378803,"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."}}