{"id":"W2041503635","doi":"10.1186/1471-2334-12-s1-p92","title":"Understanding dengue transmission by using participatory research and community-focused strategies for prevention and control in Bangladesh","year":2012,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dengue fever; Transmission (telecommunications); Medical microbiology; Citizen journalism; Parasitology; Tropical medicine; Medicine; Community-based participatory research; Environmental health; Control (management); Community participation; Participatory action research; Socioeconomics; Virology; Economic growth; Sociology; Computer science; Pathology; Telecommunications; World Wide Web","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":[0.02761604,0.0007714932,0.0005474329,0.001832649,0.006750404,0.00480451,0.001473647,0.001217535,0.002392182],"category_scores_gemma":[0.01304317,0.000526446,0.0003120982,0.001767371,0.006424419,0.004579171,0.006729284,0.001374549,0.0001726088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00578231,"about_ca_system_score_gemma":0.008047678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123307,"about_ca_topic_score_gemma":0.02228099,"domain_scores_codex":[0.9660717,0.03093968,0.0004533388,0.0007321795,0.0008842436,0.0009189533],"domain_scores_gemma":[0.9896737,0.008530608,0.0005887217,0.0003555969,0.0004561329,0.0003952816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004686762,0.0002081582,0.01077515,0.0008697803,0.00003632884,0.0005906763,0.9267576,0.0003099044,0.001311165,0.01207086,0.001135177,0.04588829],"study_design_scores_gemma":[0.00005046913,0.0002141274,0.007806371,0.0007680966,0.00003370733,0.0001772266,0.9564928,0.0005446753,0.0003979287,0.01036152,0.02311944,0.00003364076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201047,0.004264011,0.01663738,0.01612556,0.0001050664,0.002222817,0.0001800998,0.0000325317,0.04032783],"genre_scores_gemma":[0.9879556,0.002245757,0.007568603,0.0004128949,0.00001242157,0.0008901627,0.00003476852,0.0000053514,0.0008744398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761604,"threshold_uncertainty_score":0.1460493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2601742934202411,"score_gpt":0.4021984346538955,"score_spread":0.1420241412336544,"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."}}