{"id":"W4255615609","doi":"10.21203/rs.2.11527/v5","title":"Incidence and predictors of tuberculosis among HIV-positive adults on antiretroviral therapy at Debre Markos Referral Hospital, Northwest Ethiopia: A retrospective record review","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Referral; Incidence (geometry); Medicine; Antiretroviral therapy; Tuberculosis; Human immunodeficiency virus (HIV); Retrospective cohort study; Pediatrics; Family medicine; Internal medicine; Viral load; Pathology","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":[0.0009332614,0.0001755466,0.0004345263,0.00252308,0.0004845074,0.0009920066,0.0004392329,0.0003686611,0.001006547],"category_scores_gemma":[0.002988838,0.0003875555,0.0003541064,0.004552397,0.0002559078,0.000756404,0.0003894925,0.0003114734,0.0002674989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006744755,"about_ca_system_score_gemma":0.001394001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741994,"about_ca_topic_score_gemma":0.02220351,"domain_scores_codex":[0.9991357,0.000150906,0.0003351221,0.0001265229,0.0001429883,0.0001087498],"domain_scores_gemma":[0.9969002,0.0007727231,0.001471495,0.0001091324,0.0005409042,0.0002055201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003452421,0.00001296456,0.998476,0.0001020709,0.00003271137,0.0001110806,0.0001257261,0.000008757378,0.00007346686,0.00000701258,0.00009421167,0.0009214699],"study_design_scores_gemma":[0.000003577853,0.00004755971,0.9974959,0.00009173172,0.00004977787,0.0004904754,0.001324188,0.00002541031,0.00008089183,0.000004456992,0.0003819666,0.000004054486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908949,0.003192228,0.00006196977,0.00005748422,0.000006938607,0.00003727404,0.005260048,0.000002699057,0.0004864437],"genre_scores_gemma":[0.9937411,0.003238321,0.0002040759,0.00006233634,0.0000129265,0.00005895288,0.002349904,0.000002148704,0.0003302512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741994,"threshold_uncertainty_score":0.03463709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199668324136869,"score_gpt":0.3642973120525301,"score_spread":0.3323006288111615,"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."}}