{"id":"W2808921002","doi":"10.1371/journal.pone.0199457","title":"Risk factors for the presence of dengue vector mosquitoes, and determinants of their prevalence and larval site selection in Dhaka, Bangladesh","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"North South University; International Centre for Diarrhoeal Disease Research, Bangladesh; International Development Research Centre","keywords":"Dengue fever; Aedes aegypti; Aedes; Vector (molecular biology); Aedes albopictus; Larva; Pupa; Biology; Population; Monsoon; Veterinary medicine; Transmission (telecommunications); Dry season; Geography; Toxicology; Environmental health; Ecology; Virology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001663919,0.00009541247,0.0002597453,0.00004088562,0.00005074739,0.000007506008,0.00006261138,0.00005103445,0.00002514087],"category_scores_gemma":[0.0004382355,0.0000616671,0.00003533544,0.0000922433,0.0001383488,0.00006264341,0.00003290507,0.00007160343,3.39935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008775663,"about_ca_system_score_gemma":0.00003312615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798503,"about_ca_topic_score_gemma":0.0004107415,"domain_scores_codex":[0.999275,0.00004333203,0.0001960069,0.0001855798,0.0001521429,0.0001479622],"domain_scores_gemma":[0.9991421,0.0003906144,0.0001275496,0.000149813,0.0001325805,0.00005741545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003695683,0.0003350091,0.9368554,0.0006351994,0.00008885158,4.760717e-7,0.0008714682,4.200204e-7,0.05898581,0.000007043066,0.00001531386,0.001835461],"study_design_scores_gemma":[0.001013736,0.0006371975,0.9153139,0.0003729847,0.0004201776,0.000001413553,0.0001450035,0.01569381,0.06630092,0.00003440305,0.00000781837,0.00005865713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997456,0.001530511,0.00001938013,0.00003536526,0.0000178221,0.0007784854,0.0001467524,0.000008613675,0.000007046982],"genre_scores_gemma":[0.9990982,0.000548526,0.0001128999,0.00001514079,0.0001013735,0.0000458867,0.000002362621,0.00001083605,0.0000648004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154151,"threshold_uncertainty_score":0.2514711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331144752934229,"score_gpt":0.2528795571123226,"score_spread":0.2295681095829803,"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."}}