{"id":"W2885761721","doi":"10.1186/s40249-018-0464-x","title":"Impact, economic evaluation, and sustainability of integrated vector management in urban settings to prevent vector-borne diseases: a scoping review","year":2018,"lang":"en","type":"review","venue":"Infectious Diseases of Poverty","topic":"Malaria Research and Control","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"United Nations Development Programme; World Health Organization; UNICEF; World Bank Group","keywords":"Scopus; Public health; Environmental health; Economic evaluation; Sustainability; CINAHL; Medicine; MEDLINE; Psychological intervention; Political science; Nursing; Ecology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009871162,0.0004948857,0.002596668,0.00050511,0.00004228909,0.00003036002,0.0002210705,0.0001272387,0.0006629221],"category_scores_gemma":[0.002990435,0.0003702979,0.0007310743,0.0005509623,0.0001323257,0.0001190425,0.0002271582,0.0002220035,0.0000118823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235068,"about_ca_system_score_gemma":0.004312556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005503031,"about_ca_topic_score_gemma":0.0001098979,"domain_scores_codex":[0.996304,0.0006705977,0.001306605,0.0007314042,0.0005200314,0.0004672981],"domain_scores_gemma":[0.9969879,0.0002702154,0.0006203649,0.0008731617,0.0006861134,0.0005622067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004036979,0.001698743,0.006914053,0.6383704,0.001672831,0.00002907513,0.00003535744,0.000006548608,1.873396e-7,0.0002167839,0.008715881,0.3419364],"study_design_scores_gemma":[0.005677402,0.003432223,0.06235208,0.8659518,0.01912187,0.00003935605,0.00005474881,0.0002777751,0.000001307075,0.0003492456,0.04160176,0.001140469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000500049,0.9836984,0.00002385855,0.0002783285,0.00008256089,0.01451784,0.0007214639,0.00003765227,0.0001398035],"genre_scores_gemma":[0.01879361,0.9787896,0.000007125737,0.0001434303,0.00011478,0.001689957,0.0003708829,0.00005023434,0.00004041585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.340796,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433750742434578,"score_gpt":0.3696812075310884,"score_spread":0.3553437001067427,"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."}}