{"id":"W1970369471","doi":"10.1371/journal.pntd.0001207","title":"Community Participation in Chagas Disease Vector Surveillance: Systematic Review","year":2011,"lang":"en","type":"review","venue":"PLoS neglected tropical diseases","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pan American Health Organization; International Development Research Centre; Inter-American Development Bank","keywords":"Vector (molecular biology); Transmission (telecommunications); Chagas disease; Disease surveillance; Vector control; Environmental health; Infestation; Medicine; Public health; Biology; Computer science; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00000637056,0.0005242653,0.003440654,0.0003030745,0.0001645927,0.00004427575,0.0004739771,0.0001729948,0.0006312496],"category_scores_gemma":[0.009716858,0.0003778317,0.0007270699,0.001204617,0.0001729202,0.00009654211,0.0001554469,0.001042335,0.0004427891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390389,"about_ca_system_score_gemma":0.0008120137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003585051,"about_ca_topic_score_gemma":0.0000450568,"domain_scores_codex":[0.994647,0.002413582,0.00130824,0.0004589237,0.0005407374,0.0006314647],"domain_scores_gemma":[0.9958376,0.0007384166,0.0003503177,0.001654373,0.0002604296,0.001158829],"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":[0.0000586548,0.002433667,0.0001842849,0.9907961,0.0003187803,0.0000526846,0.00001157658,9.154077e-9,0.000004920994,0.0002482585,0.001133,0.004758073],"study_design_scores_gemma":[0.0003734964,0.0001796818,0.4055629,0.5674227,0.00499576,0.0000103783,0.000003135465,0.000007097803,1.419604e-7,0.00004058883,0.02107099,0.0003330414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001184301,0.9921711,0.000008198786,0.0002037431,0.00003914496,0.006387286,0.0006618671,0.0002012422,0.000208999],"genre_scores_gemma":[0.002730571,0.9897527,0.00001171479,0.0002408198,0.0001175956,0.00482798,0.002017473,0.00008102081,0.0002201093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4233733,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044271017194954,"score_gpt":0.3871412628292314,"score_spread":0.282714161109736,"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."}}