{"id":"W2137711058","doi":"10.1590/s0102-311x2009001300016","title":"House improvements and community participation in the control of Triatoma dimidiata re-infestation in Jutiapa, Guatemala","year":2009,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Infestation; Sanitation; Ecosystem approach; Hygiene; Environmental health; Intervention (counseling); Geography; Psychological intervention; Socioeconomics; Ecosystem; Ecology; Medicine; Environmental science; Biology; Environmental engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006891451,0.000170741,0.0001675869,0.0003361731,0.0009555266,0.0004003709,0.0004217048,0.0003638196,0.001421349],"category_scores_gemma":[0.001691607,0.0001230297,0.0001089874,0.0003129966,0.0006137538,0.0002238134,0.001071106,0.0002318497,0.00007380253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803429,"about_ca_system_score_gemma":0.001217004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07871518,"about_ca_topic_score_gemma":0.1826935,"domain_scores_codex":[0.9991972,0.0004697845,0.00001043652,0.00004404568,0.00003560291,0.0002429467],"domain_scores_gemma":[0.9993684,0.0001088871,0.0001526759,0.00002784806,0.00005529018,0.0002868717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343293,0.003164742,0.8135036,0.0004063055,0.0001481201,0.002683698,0.03620893,0.0005855337,0.01226341,0.001061676,0.001804252,0.1268263],"study_design_scores_gemma":[0.00004555818,0.0007286688,0.9890188,0.00002801808,0.00002508929,0.0001091519,0.007979207,0.0002485522,0.000327865,0.00006012194,0.001422919,0.000006043187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999289,0.00008355624,0.00001792409,0.0001625571,0.000001633236,0.00001257334,0.00001142674,0.00000226149,0.0004189826],"genre_scores_gemma":[0.999691,0.00005340014,0.00005509304,0.00003120702,0.000001637948,0.00001368452,0.000009642079,3.589638e-7,0.0001439531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07871518,"threshold_uncertainty_score":0.156514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180573663405478,"score_gpt":0.3742965902822688,"score_spread":0.322490853648214,"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."}}