{"id":"W1550971502","doi":"10.1186/1710-1492-10-s2-a42","title":"Diagnosis of autoimmune disease in the setting of immunodeficiency","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Medicine; Prednisone; Autoimmune hemolytic anemia; Common variable immunodeficiency; Immunology; Internal medicine; Gastroenterology; Immunodeficiency; Evans syndrome; Systemic lupus erythematosus; Hydroxychloroquine; Anemia; Antibody; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004069356,0.001297643,0.0008714749,0.001579544,0.002052088,0.001469355,0.0009174214,0.00286041,0.003706054],"category_scores_gemma":[0.002941323,0.0005846061,0.0004452379,0.00116524,0.001125529,0.001690789,0.001125033,0.002466379,0.000864511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822671,"about_ca_system_score_gemma":0.0006798795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236632,"about_ca_topic_score_gemma":0.001595011,"domain_scores_codex":[0.9993986,0.00009869161,0.00008246079,0.0001142494,0.00008379539,0.0002222487],"domain_scores_gemma":[0.9988157,0.0003519515,0.0002712466,0.00005557692,0.0001023087,0.0004033269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00005065964,0.00006490152,0.0346787,0.00006620078,0.000009054957,0.9606968,0.0002328499,0.00004425714,0.0004910018,0.0002256153,0.001059685,0.002380337],"study_design_scores_gemma":[0.000008024821,0.00004310727,0.004318294,0.0000489444,0.00001129045,0.9939739,0.0002251425,0.0001032105,0.000139725,0.0002077552,0.000914117,0.000006467376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918017,0.02813201,0.004242708,0.00989971,0.0008688504,0.000275557,0.0004173687,0.0001666668,0.03798012],"genre_scores_gemma":[0.9899094,0.0042236,0.001319238,0.001799062,0.001576237,0.00003128648,0.0001303437,0.00001281169,0.0009981557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003706054,"threshold_uncertainty_score":0.012398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103391305855444,"score_gpt":0.2676343365493649,"score_spread":0.2572952059638205,"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."}}