{"id":"W3130256988","doi":"","title":"The Effect of a Community Health Volunteer Led Mobile Phone Technology in Public Health Surveillance of Bed Bug Infestation among Households in N akuru County; Kenya","year":2021,"lang":"en","type":"article","venue":"Africa Journal of Technical and Vocational Education and Training","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Public health; Intervention (counseling); Infestation; Medicine; Socioeconomics; Odds ratio; Demography; Geography; Biology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001724209,0.0003499265,0.000275303,0.000300388,0.0008153773,0.0004313193,0.0005061747,0.000624058,0.001468188],"category_scores_gemma":[0.00283047,0.0002398085,0.0004070914,0.0002105544,0.0003753625,0.0003498562,0.0007861272,0.0004866356,0.0001540947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908658,"about_ca_system_score_gemma":0.001748787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444044,"about_ca_topic_score_gemma":0.03057049,"domain_scores_codex":[0.9985163,0.001005737,0.00005581682,0.00009773436,0.00009423282,0.0002301091],"domain_scores_gemma":[0.9985604,0.0004502184,0.0002101938,0.00005729591,0.0001455019,0.0005764204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01781674,0.07118445,0.5510823,0.002991123,0.0003861257,0.00145516,0.02375067,0.0008643557,0.01262238,0.0004499012,0.002678439,0.3147184],"study_design_scores_gemma":[0.002083995,0.120745,0.8524891,0.0005492931,0.0004234523,0.0001978393,0.01514486,0.001452055,0.002361656,0.0001090716,0.004401834,0.00004181865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987539,0.0001104205,0.000038212,0.0001388804,0.00001199029,0.00028056,0.00002927788,0.000005560479,0.0006311703],"genre_scores_gemma":[0.9985424,0.0001340754,0.0004519971,0.0000960842,0.000008295858,0.0003387417,0.00003111595,8.155469e-7,0.000396419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444044,"threshold_uncertainty_score":0.02871281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487878566498443,"score_gpt":0.3197966252048241,"score_spread":0.2949178395398397,"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."}}