{"id":"W4285159978","doi":"10.1177/20543581221097749","title":"Q-uestioning the Diagnosis: An Educational Case Report","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Prednisone; Rheumatoid factor; Lupus nephritis; Urinalysis; Renal biopsy; Differential diagnosis; Microscopic hematuria; Glomerulonephritis; Internal medicine; Renal function; Gastroenterology; Pathology; Dermatology; Kidney; Disease; Proteinuria; Urinary system; Rheumatoid arthritis","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":[0.0006053829,0.001921018,0.0006505768,0.002713443,0.002863911,0.002465159,0.00124108,0.007280271,0.008878922],"category_scores_gemma":[0.0046912,0.0008083124,0.0009218564,0.001334101,0.002107379,0.003105256,0.002285544,0.004827526,0.002223548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903059,"about_ca_system_score_gemma":0.001309555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697693,"about_ca_topic_score_gemma":0.003201982,"domain_scores_codex":[0.9986493,0.0002809807,0.0001717676,0.0002539394,0.0001864374,0.0004575983],"domain_scores_gemma":[0.9983348,0.0004334509,0.0004134292,0.00009599627,0.0001980395,0.0005242905],"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":[0.00001828437,0.00009102169,0.006693098,0.00006116096,0.000005443202,0.9854981,0.0003359783,0.00007950282,0.0002738228,0.0004068627,0.003158061,0.003378752],"study_design_scores_gemma":[0.00001116636,0.00004027073,0.002178665,0.00008810552,0.000009593741,0.9907768,0.0004079177,0.0004083811,0.0001971097,0.0005692414,0.005300495,0.00001226059],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7599177,0.02349968,0.01500328,0.08764593,0.007040701,0.001189091,0.0005549924,0.0005924572,0.1045562],"genre_scores_gemma":[0.9613853,0.006357223,0.004450626,0.01014145,0.008324405,0.0001164782,0.0002019214,0.0000675472,0.00895494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008878922,"threshold_uncertainty_score":0.02970296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676119548955279,"score_gpt":0.2826356939754081,"score_spread":0.2658744984858553,"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."}}