{"id":"W6958398935","doi":"10.60692/tr81q-4qj46","title":"High Prevalence of Tuberculosis and Serious Bloodstream Infections in Ambulatory Individuals Presenting for Antiretroviral Therapy in Malawi","year":2012,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of British Columbia","funders":"","keywords":"Sputum; Tuberculosis; Anemia; Sputum culture; Cohort; Prospective cohort study; Ambulatory; Cohort study","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":[0.000309047,0.000184919,0.0002085295,0.0006451341,0.0007011336,0.0006061693,0.0002754639,0.0002426251,0.001567225],"category_scores_gemma":[0.001156813,0.0002748952,0.0001401285,0.0007385634,0.0004508039,0.0004159454,0.0007423137,0.0003809064,0.00008740143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000455597,"about_ca_system_score_gemma":0.000455371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03299381,"about_ca_topic_score_gemma":0.04038523,"domain_scores_codex":[0.9996198,0.0001053664,0.00003931724,0.00005776891,0.0000609667,0.0001167059],"domain_scores_gemma":[0.9991608,0.00008273006,0.0004868189,0.00002366881,0.00006706064,0.0001790196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001251471,0.00000849044,0.9982899,0.0000171934,0.00001114218,0.00008992154,0.0003244459,0.000008564984,0.0002201897,0.00001238956,0.00006586127,0.0009394297],"study_design_scores_gemma":[0.000001432272,0.00002412664,0.9991905,0.00001204248,0.000006429352,0.0002362704,0.0003338292,0.00004748089,0.00002709167,0.000006437721,0.000113009,0.000001357326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999215,0.0002888785,0.00005076539,0.00007456993,0.000003153506,0.000009907937,0.0001866597,0.000002207323,0.0001689443],"genre_scores_gemma":[0.9996791,0.0001302321,0.00004214808,0.00002303398,0.000004237477,0.000003701016,0.00006597777,4.702317e-7,0.00005112194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03299381,"threshold_uncertainty_score":0.06560355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744581301004805,"score_gpt":0.2883264100864654,"score_spread":0.2508805970764173,"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."}}