{"id":"W2616877534","doi":"10.1186/s12889-017-4298-4","title":"Mobilising communities for Aedes aegypti control: the SEPA approach","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centers for Disease Control and Prevention; UBS Optimus Foundation; Brandeis University","keywords":"Psychological intervention; Intervention (counseling); Sustainability; Biostatistics; Neighbourhood (mathematics); Dengue fever; Citizen journalism; Medicine; Public health; Environmental health; Political science; Ecology; Law; Nursing","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":[0.01792062,0.0008073004,0.0005076042,0.00195104,0.002832648,0.002250105,0.001622385,0.002177812,0.00618883],"category_scores_gemma":[0.01562404,0.0003062878,0.001228479,0.0008041227,0.003856067,0.002256891,0.01206745,0.002539631,0.0003540844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448703,"about_ca_system_score_gemma":0.01118767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006595781,"about_ca_topic_score_gemma":0.01703913,"domain_scores_codex":[0.9799036,0.01773409,0.0002908798,0.0006763755,0.0007466982,0.0006483573],"domain_scores_gemma":[0.9927377,0.005098548,0.0005341184,0.000383732,0.0004019567,0.0008438473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001933657,0.00218761,0.009016559,0.01173105,0.0008460392,0.0009102834,0.03636298,0.003984231,0.002643148,0.09436654,0.01231132,0.8237066],"study_design_scores_gemma":[0.009450657,0.01403031,0.05057492,0.03840059,0.003356885,0.00168097,0.05928817,0.00965724,0.006461787,0.1918479,0.6148872,0.0003632763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3740911,0.0359153,0.1565595,0.2410499,0.003181735,0.02583253,0.0008974843,0.0005204318,0.1619519],"genre_scores_gemma":[0.8249952,0.006611381,0.1367466,0.01477723,0.0002787219,0.0104094,0.0001289799,0.00003051626,0.006022034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792062,"threshold_uncertainty_score":0.09477448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259121618826364,"score_gpt":0.3751439634904997,"score_spread":0.2492318016078633,"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."}}