{"id":"W4214527397","doi":"10.1503/cmaj.210889","title":"Delayed diagnosis of urinary tuberculosis","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leukocytosis; Medicine; Urine; Urination; Lumbar; Urinary system; Tuberculosis; Surgery; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001083901,0.0001207317,0.0003341118,0.0003146854,0.0003829871,0.00002240453,0.0001652648,0.0001461239,0.03462314],"category_scores_gemma":[0.0007421701,0.0001139344,0.0002759671,0.0003757034,0.00002723748,0.00007415175,0.00004309784,0.0007539578,0.00005015954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174892,"about_ca_system_score_gemma":0.001799916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347601,"about_ca_topic_score_gemma":0.001603175,"domain_scores_codex":[0.9968499,0.0001790488,0.0004747708,0.0001555294,0.001950854,0.0003898807],"domain_scores_gemma":[0.9977607,0.0002390993,0.0002230112,0.0001334626,0.0002482164,0.001395476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002541977,0.0005534337,0.7190413,0.000009919739,0.0006095617,0.00116215,0.0001294526,0.00001077262,0.000003122841,0.0001206267,0.2600295,0.01830467],"study_design_scores_gemma":[0.002807778,0.001478146,0.4007707,0.0000843104,0.0004810485,0.00249521,0.0006949565,0.0001517892,0.0001125277,0.0001184291,0.5905985,0.0002066883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907448,0.0009404763,0.000002029971,0.08413551,0.0006110349,0.0001668591,0.0001247163,0.00001602016,0.006555338],"genre_scores_gemma":[0.9879126,0.0006574579,0.00009971254,0.01034683,0.0004119328,0.00008898529,0.00003800373,0.00002058166,0.0004238853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3305689,"threshold_uncertainty_score":0.9662594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008567522080859034,"score_gpt":0.2445689325803643,"score_spread":0.2360014104995053,"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."}}