{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289525,0.0001529228,0.0006829356,0.0003552836,0.0003331289,0.00001152696,0.0001156962,0.00007695591,0.0001124364],"category_scores_gemma":[0.001301575,0.0001122447,0.00005933808,0.0002906778,0.0004051173,0.0003287897,0.00009922234,0.001313316,2.650175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281605,"about_ca_system_score_gemma":0.00007443471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006572328,"about_ca_topic_score_gemma":0.001388352,"domain_scores_codex":[0.997147,0.001241948,0.0007464038,0.000137135,0.0003900146,0.0003374864],"domain_scores_gemma":[0.9979236,0.001103067,0.0003262491,0.0002072327,0.0001283599,0.0003114592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001770315,0.0002955575,0.9507848,0.00008016211,0.0001182981,0.0238509,0.01404604,0.0001441593,0.001015027,0.0001639763,0.0002037365,0.007527044],"study_design_scores_gemma":[0.003599263,0.002579018,0.5582016,0.0002333985,0.0001460996,0.2991309,0.1299516,0.005557841,0.00002081755,0.00006259666,0.0004004232,0.0001165806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945518,0.0006189402,0.0002498373,0.00397381,0.00009921101,0.0002017212,0.000009713138,0.000009660016,0.0002853178],"genre_scores_gemma":[0.9957247,0.0001867081,0.003038433,0.0005393764,0.000430545,0.00001373567,0.00003900845,0.0000174744,0.00001005399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3925833,"threshold_uncertainty_score":0.9935437,"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."}}