{"id":"W3126939929","doi":"10.3390/ijerph18031278","title":"Scaling up of Eco-Bio-Social Strategy to Control Aedes aegypti in Highly Vulnerable Areas in Fortaleza, Brazil: A Cluster, Non-Randomized Controlled Trial Protocol","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Chikungunya; Aedes aegypti; Mosquito control; Dengue fever; Aedes; Population; Environmental health; Government (linguistics); Socioeconomics; Medicine; Ecology; Biology; Malaria; Virology; Sociology","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":[0.008024248,0.002771806,0.006412851,0.001239169,0.001487214,0.001477458,0.002031,0.003043494,0.01723643],"category_scores_gemma":[0.008951904,0.001038092,0.003080273,0.001043333,0.001947675,0.001566728,0.001062595,0.002975404,0.001597681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051403,"about_ca_system_score_gemma":0.00615777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169367,"about_ca_topic_score_gemma":0.003898546,"domain_scores_codex":[0.9947067,0.002714074,0.0006120847,0.0007746561,0.0004402024,0.0007523182],"domain_scores_gemma":[0.9958705,0.001489482,0.0007475156,0.000411266,0.0007852989,0.0006958149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9074562,0.0534566,0.001029005,0.006606821,0.002068237,0.0000857898,0.0003712329,0.001279043,0.001214092,0.0009543105,0.001983455,0.0234952],"study_design_scores_gemma":[0.9061027,0.08543158,0.002314758,0.0005583185,0.000763076,0.00001736105,0.0001208618,0.001008311,0.0004882361,0.0006188663,0.002543345,0.00003266801],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1796273,0.00232109,0.002668391,0.0006572477,0.0008166431,0.8084368,0.001894035,0.0002007069,0.003377894],"genre_scores_gemma":[0.1740153,0.0008198732,0.007492137,0.0006181508,0.000169991,0.8145648,0.0003735654,0.00001467588,0.001931508],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01723643,"threshold_uncertainty_score":0.05766165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03834714019025834,"score_gpt":0.4130362001975786,"score_spread":0.3746890600073203,"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."}}