{"id":"W4220665439","doi":"10.1155/2022/4716151","title":"Increasing TB/HIV Case Notification through an Active Case-Finding Approach among Rural and Mining Communities in Northwest Tanzania","year":2022,"lang":"en","type":"article","venue":"Journal of Tropical Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University","keywords":"Tanzania; Human immunodeficiency virus (HIV); Case finding; Environmental health; Medicine; Tuberculosis; Geography; Socioeconomics; Environmental planning; Virology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00360809,0.0003691435,0.000255255,0.0008879734,0.00289363,0.0008186338,0.001263798,0.0006087318,0.00182049],"category_scores_gemma":[0.00479281,0.0004328474,0.0002510704,0.0004073587,0.000823352,0.0007274824,0.002469333,0.0009827493,0.0002081528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966315,"about_ca_system_score_gemma":0.008985089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05159567,"about_ca_topic_score_gemma":0.1112636,"domain_scores_codex":[0.998566,0.0008461582,0.00004601981,0.00009189381,0.000119254,0.0003306652],"domain_scores_gemma":[0.9972523,0.0005956293,0.0003549092,0.00009421015,0.0002998427,0.001403233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366794,0.009519188,0.501155,0.001579163,0.00009234878,0.007226421,0.1008493,0.0006958813,0.01193068,0.001155136,0.0112101,0.35322],"study_design_scores_gemma":[0.001932455,0.01208083,0.8512687,0.002081947,0.0002147928,0.001960355,0.1053914,0.004340116,0.002511301,0.001607344,0.01646433,0.0001465695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946055,0.0003293073,0.0003571577,0.002317885,0.00002253415,0.0008681106,0.00005415781,0.00002709253,0.001418327],"genre_scores_gemma":[0.9930725,0.0006162073,0.003261035,0.001144762,0.00002712675,0.0009355837,0.00007057912,0.000005495656,0.0008666873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05159567,"threshold_uncertainty_score":0.1025907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07506991579683207,"score_gpt":0.3591061463074496,"score_spread":0.2840362305106175,"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."}}