{"id":"W3124058883","doi":"10.1111/rode.12708","title":"Can individuals’ beliefs help us understand nonadherence to malaria test results? Evidence from rural Kenya","year":2020,"lang":"en","type":"article","venue":"Review of Development Economics","topic":"Malaria Research and Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Malaria; Test (biology); Subsidy; Intervention (counseling); Artemisinin; Economics; Psychology; Quarter (Canadian coin); Medicine; Social psychology; Plasmodium falciparum; Immunology; Psychiatry; Biology","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":[0.00420305,0.0004242698,0.0006278232,0.0009991903,0.0004480789,0.0009818129,0.0007832264,0.001134562,0.005547435],"category_scores_gemma":[0.02619215,0.000408056,0.0008401701,0.001608456,0.001256149,0.001184626,0.0005836305,0.001505713,0.0002354407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242953,"about_ca_system_score_gemma":0.0008879991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03180346,"about_ca_topic_score_gemma":0.02697126,"domain_scores_codex":[0.9980172,0.001518319,0.00006390617,0.0001258789,0.0001568006,0.0001178909],"domain_scores_gemma":[0.9669483,0.02489397,0.006091685,0.0004256812,0.00117616,0.0004642303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001223797,0.0007397137,0.8007835,0.003945113,0.002371155,0.0004414607,0.00659834,0.0008113841,0.0002261542,0.008086974,0.003613123,0.1711593],"study_design_scores_gemma":[0.0001586676,0.0004140342,0.9718779,0.00414483,0.001444544,0.0002304814,0.004446446,0.001716567,0.0001609597,0.007003482,0.008352919,0.00004908759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7786078,0.1796854,0.001762087,0.02604985,0.0001505869,0.00008177078,0.0009623897,0.000008002788,0.0126922],"genre_scores_gemma":[0.9593171,0.03804342,0.0005091967,0.001228974,0.00007063994,0.00003205223,0.000153237,0.000003275347,0.0006419268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03180346,"threshold_uncertainty_score":0.06323671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048470943109898,"score_gpt":0.2836539280596784,"score_spread":0.2331692186285794,"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."}}