{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001937757,0.001296422,0.0007239439,0.00144959,0.001288539,0.0005054387,0.0004395743,0.001714653,0.004632655],"category_scores_gemma":[0.000911046,0.0003999851,0.0003868203,0.0009201032,0.0003460432,0.001108555,0.0004281136,0.001451622,0.0008302175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715099,"about_ca_system_score_gemma":0.000392539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371017,"about_ca_topic_score_gemma":0.003554476,"domain_scores_codex":[0.9997497,0.00003044421,0.00002511929,0.00006583434,0.00004239213,0.00008637798],"domain_scores_gemma":[0.9997769,0.0000515926,0.00004147682,0.00001204268,0.00002661238,0.00009141217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009935296,0.0001567355,0.02529724,0.00006805648,0.00001738255,0.9662941,0.0001954909,0.00007803027,0.002246469,0.000328835,0.001695478,0.003522857],"study_design_scores_gemma":[0.00002350235,0.0001452883,0.03914462,0.00005468025,0.0000264996,0.9571559,0.0001472197,0.0002753037,0.0003369051,0.0002404422,0.002437729,0.00001181064],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127725,0.01549819,0.00216255,0.007096446,0.0005630481,0.0003769262,0.0009377552,0.0002385602,0.06035386],"genre_scores_gemma":[0.9917575,0.002406906,0.0004947846,0.001230402,0.0003260539,0.00002166006,0.000153848,0.000009606809,0.003599308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004632655,"threshold_uncertainty_score":0.01549774,"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."}}