{"id":"W2417796199","doi":"","title":"Extent of pulmonary tuberculosis in patients diagnosed by active compared to passive case finding.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Gynecology; Medical screening; Respiratory disease; Pulmonary tuberculosis; Tuberculosis; Internal medicine; Pathology; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608522,0.0001661211,0.0005258478,0.0002868253,0.00003924607,0.000004944397,0.0001039871,0.0001106939,0.00003070116],"category_scores_gemma":[0.001565374,0.0001429119,0.0001039407,0.000412823,0.00007837181,0.00008044975,0.00009147515,0.0002450735,0.00001830306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005242164,"about_ca_system_score_gemma":0.00004553571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342323,"about_ca_topic_score_gemma":0.0002021224,"domain_scores_codex":[0.9980965,0.0001318295,0.0004238971,0.0003651353,0.0002897771,0.0006928657],"domain_scores_gemma":[0.9987142,0.0002694734,0.0000871689,0.0002763629,0.0001280859,0.0005247034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002191828,0.003372485,0.7437712,0.0001060625,0.0002527433,0.002758261,0.0007525921,0.0002131376,0.0004211298,0.00002749979,0.008907793,0.2372253],"study_design_scores_gemma":[0.003100448,0.0001804094,0.9928988,0.00004186682,0.00002883602,0.00007722244,0.0002049746,0.00002557184,0.002775549,0.00004956242,0.0004882285,0.0001284852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929938,0.00009928607,0.00001475582,0.003839989,0.00007780822,0.002001674,0.0001280753,0.0000205879,0.000824056],"genre_scores_gemma":[0.9966876,0.00005360851,0.00006809455,0.0009625402,0.00003629387,0.002013885,0.0001102446,0.00001920318,0.00004854257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2491277,"threshold_uncertainty_score":0.5827777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767438401980395,"score_gpt":0.2918674667436425,"score_spread":0.2641930827238386,"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."}}