{"id":"W4400601963","doi":"10.1016/j.eclinm.2024.102730","title":"Improving COVID-19 contact tracing and testing of exposed individuals in Cameroon using digital health technology: a cluster randomised trial","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; Rockefeller Foundation","keywords":"Contact tracing; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cluster (spacecraft); Digital health; Family medicine; Outbreak; Virology; Internal medicine; Health care; Economic growth","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":[0.004541942,0.001926245,0.002441608,0.0006429891,0.0007598802,0.001177378,0.0009326982,0.002248618,0.01094481],"category_scores_gemma":[0.006118787,0.0006974745,0.002161938,0.0007114504,0.00157754,0.001269782,0.001171202,0.00191347,0.000853303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200118,"about_ca_system_score_gemma":0.00268225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323688,"about_ca_topic_score_gemma":0.003504361,"domain_scores_codex":[0.9972019,0.001793031,0.0001655894,0.0003593529,0.0001102981,0.000369817],"domain_scores_gemma":[0.9978397,0.0007086898,0.0005186601,0.0002086446,0.0002010853,0.0005233079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9684577,0.01079107,0.001356251,0.001509359,0.0009176498,0.00003993253,0.0001340832,0.0006342523,0.000528071,0.0002280365,0.0008207548,0.0145828],"study_design_scores_gemma":[0.9137188,0.08137822,0.00223094,0.0002195062,0.000651149,0.00001800001,0.00007752026,0.0006129963,0.0001497378,0.0002376569,0.0006838331,0.00002167998],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530146,0.00503344,0.001731703,0.00124182,0.001322563,0.03399289,0.001440894,0.0001588152,0.002063373],"genre_scores_gemma":[0.9635319,0.001287344,0.002921552,0.0006990745,0.0003140132,0.02909381,0.0004252836,0.00001019839,0.001716812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094481,"threshold_uncertainty_score":0.03661406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09606179450249475,"score_gpt":0.3824946132241691,"score_spread":0.2864328187216744,"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."}}