{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044506,0.0000802478,0.0002950644,0.0001976529,0.00006857282,0.000002652276,0.00002930485,0.00001843903,0.0006280155],"category_scores_gemma":[0.0004331828,0.00006071778,0.00003165575,0.000239295,0.0001799423,0.00004502992,0.0000359457,0.0001721163,0.00000137723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009478186,"about_ca_system_score_gemma":0.0001324152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010511,"about_ca_topic_score_gemma":0.0001230846,"domain_scores_codex":[0.9988675,0.0002076326,0.0003337268,0.0001537461,0.0002471473,0.0001902914],"domain_scores_gemma":[0.9993218,0.0001693007,0.00007409356,0.0001049711,0.00004533518,0.0002845409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002915828,0.00008829273,0.9894899,0.0002001049,0.00002806282,0.00002896957,0.0004552662,0.000001975254,0.0003264844,0.004697433,0.001050373,0.003341521],"study_design_scores_gemma":[0.002811314,0.002274057,0.9879935,0.0000389867,0.00007708641,0.00001704352,0.0009408997,0.0002223312,0.00002977212,0.001902693,0.003640053,0.00005230278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850509,0.0005597035,0.0000257877,0.01346361,0.00004089199,0.0005303354,0.00001051088,0.00002008934,0.0002981372],"genre_scores_gemma":[0.9977478,0.0001803501,0.00001600622,0.0017049,0.00007244624,0.0001931566,0.00006807293,0.000006409077,0.00001079673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269693,"threshold_uncertainty_score":0.6876329,"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."}}