{"id":"W4221078746","doi":"10.1016/s0140-6736(21)02499-5","title":"Effectiveness and cost-effectiveness against malaria of three types of dual-active-ingredient long-lasting insecticidal nets (LLINs) compared with pyrethroid-only LLINs in Tanzania: a four-arm, cluster-randomised trial","year":2022,"lang":"en","type":"article","venue":"The Lancet","topic":"Malaria Research and Control","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"Medical Research Council","keywords":"Malaria; Agency (philosophy); Commonwealth; Vivax malaria; Malaria vaccine; Public health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002845131,0.0002454033,0.001383226,0.0001702142,0.0001683357,0.00002141465,0.0002315053,0.00007256526,0.00005156338],"category_scores_gemma":[0.0008129037,0.0001683592,0.0001061453,0.0004675908,0.0002616305,0.00007381225,0.0002160902,0.0006877755,7.332093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650415,"about_ca_system_score_gemma":0.0003604145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004545352,"about_ca_topic_score_gemma":0.0007408654,"domain_scores_codex":[0.9966221,0.001478382,0.0004372079,0.0003717043,0.0006199096,0.0004707025],"domain_scores_gemma":[0.9959725,0.002973154,0.0003039834,0.0004432773,0.0001957938,0.0001112732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9140535,0.0009092222,0.0558916,0.00087627,0.0007076465,0.0002049652,0.0008007325,0.006517594,0.01419298,0.0004559902,0.00002034656,0.005369168],"study_design_scores_gemma":[0.4091432,0.004386157,0.5684863,0.0005304076,0.0002087608,0.00009443449,0.0002161693,0.01338002,0.003125324,0.0001839674,0.00004860284,0.0001966528],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901036,0.0002708407,0.001931641,0.000770669,0.0001752734,0.006068541,0.00009192203,0.00003105045,0.000556441],"genre_scores_gemma":[0.9988001,0.00002352134,0.00007491893,0.00008499741,0.0002208757,0.0007264114,0.00002591205,0.00003435454,0.000008907812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5125946,"threshold_uncertainty_score":0.6865489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509236963461652,"score_gpt":0.304938804064234,"score_spread":0.2598464344296175,"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."}}