{"id":"W4244291374","doi":"10.21203/rs.2.9928/v3","title":"COESA - Sustainable, healthy cities: Protocol of a mixed methods evaluation of a cluster randomized controlled trial for Aedes control in Brazil using a community mobilization approach","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mobilization; Community mobilization; Cluster (spacecraft); Randomized controlled trial; Social mobilization; Protocol (science); Geography; Political science; Medicine; Computer science; Surgery; Computer network","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06475593,0.005898566,0.01020892,0.00335139,0.003923979,0.005440944,0.003610765,0.006533874,0.04793515],"category_scores_gemma":[0.06278301,0.002872124,0.006793229,0.00418144,0.003984903,0.002846763,0.002738516,0.006974471,0.006192899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007136421,"about_ca_system_score_gemma":0.02525309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004574663,"about_ca_topic_score_gemma":0.006362262,"domain_scores_codex":[0.9459475,0.03948304,0.005237366,0.002917097,0.003609611,0.002805387],"domain_scores_gemma":[0.9715862,0.0104324,0.005027787,0.004109527,0.00655713,0.002286951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7922747,0.03480359,0.002088017,0.03959326,0.005644762,0.0003604835,0.002068787,0.006679222,0.002157672,0.01564381,0.02355296,0.07513279],"study_design_scores_gemma":[0.8862459,0.05209618,0.003583206,0.00661249,0.002021619,0.00005083654,0.0005618354,0.004467184,0.00130572,0.005979909,0.03689125,0.0001839145],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001192273,0.0000971948,0.001221665,0.00008774205,0.0001394128,0.9964121,0.0004526092,0.0000389746,0.0003579947],"genre_scores_gemma":[0.000810519,0.00003403186,0.001514539,0.00003796441,0.00001135441,0.9974686,0.00004174763,0.000001546003,0.00007979564],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06475593,"threshold_uncertainty_score":0.3424662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486857322327538,"score_gpt":0.5497264265708354,"score_spread":0.4010406943380816,"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."}}