{"id":"W2770084566","doi":"10.1186/s12936-017-2130-3","title":"Towards malaria elimination in Savannakhet, Lao PDR: mathematical modelling driven strategy design","year":2017,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"Wellcome Trust; Wellcome; Bill and Melinda Gates Foundation","keywords":"Malaria; Mass drug administration; Psychological intervention; Environmental health; Population; Plasmodium falciparum; Medicine; Transmission (telecommunications); Indoor residual spraying; Malaria vaccine; Public health; Software deployment; Mosquito control; Anopheles; Immunology; Computer science; Artemisinin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002897297,0.001007755,0.0008809672,0.0006986191,0.0004307743,0.001910181,0.001470078,0.001258621,0.00221097],"category_scores_gemma":[0.003676664,0.0005860461,0.001218108,0.0005118652,0.0007699255,0.0006327348,0.001194393,0.0009353484,0.0001710819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909019,"about_ca_system_score_gemma":0.00446175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124043,"about_ca_topic_score_gemma":0.008149544,"domain_scores_codex":[0.9988959,0.000775229,0.00002780072,0.0001036993,0.00008730472,0.0001101854],"domain_scores_gemma":[0.9975509,0.001876302,0.0002518643,0.00002892266,0.0001959333,0.00009608587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005020097,0.00002824774,0.0005118477,0.0000670138,0.00003793458,0.00003254987,0.00003298291,0.9933901,0.0001741391,0.003767758,0.00008939447,0.001817942],"study_design_scores_gemma":[0.00003764229,0.0000901153,0.0001454904,0.00001322371,0.00002642128,0.000006331652,0.00002328806,0.997189,0.00008346824,0.002070285,0.0003083767,0.000006427632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2750036,0.001132396,0.701563,0.002127799,0.0000963519,0.001641401,0.0007282965,0.000415986,0.01729121],"genre_scores_gemma":[0.8693681,0.0007983824,0.1223672,0.0002295445,0.00003216192,0.002355047,0.0003168664,0.0000293516,0.004503321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0124043,"threshold_uncertainty_score":0.02466416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08211593083613059,"score_gpt":0.3370488776378093,"score_spread":0.2549329468016788,"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."}}