{"id":"W4313361921","doi":"10.3390/tropicalmed8010029","title":"Programmatic Implementation of Contact Investigation in Eight African Countries","year":2022,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Française de Développement","keywords":"Medicine; Tuberculosis; Quarter (Canadian coin); Family medicine; Human immunodeficiency virus (HIV); Contact tracing; Environmental health; Pediatrics; Coronavirus disease 2019 (COVID-19); Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01322202,0.0005075759,0.0003465878,0.001505444,0.001522806,0.001214667,0.001393218,0.0006778942,0.001596202],"category_scores_gemma":[0.01795885,0.0004955414,0.0001829502,0.0018616,0.0009200397,0.0008583115,0.003732332,0.0008936883,0.0001219409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003733236,"about_ca_system_score_gemma":0.01465602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545832,"about_ca_topic_score_gemma":0.0202223,"domain_scores_codex":[0.9915903,0.004960545,0.0004321623,0.0004202452,0.0004768083,0.002119945],"domain_scores_gemma":[0.9877806,0.003322091,0.002048305,0.0008189994,0.002348476,0.003681528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001712737,0.002969799,0.7117211,0.001459676,0.00008018465,0.001109767,0.01417394,0.003378464,0.007720636,0.002342482,0.002039043,0.2512921],"study_design_scores_gemma":[0.0005966686,0.006077141,0.9643227,0.0004296739,0.00006545032,0.0007675075,0.01370052,0.002760663,0.003087937,0.0003656726,0.007784766,0.00004127947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883283,0.000699813,0.001879587,0.0009459233,0.00002365053,0.003478877,0.0002758886,0.0001286986,0.00423929],"genre_scores_gemma":[0.9931843,0.0002763788,0.004419868,0.000207168,0.00001087684,0.001365958,0.0002401706,0.000004284228,0.0002910946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545832,"threshold_uncertainty_score":0.06992561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249619856252359,"score_gpt":0.3442065441427375,"score_spread":0.3192445585175017,"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."}}