{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006344108,0.000233975,0.0007865813,0.00006010627,0.00006118344,0.0000388498,0.0003742092,0.00007462146,0.0005493256],"category_scores_gemma":[0.002212548,0.0002118938,0.0001017128,0.0002124462,0.00004597539,0.0001113021,0.0002056083,0.0002247641,0.000346407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674455,"about_ca_system_score_gemma":0.001622046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155114,"about_ca_topic_score_gemma":0.00009603239,"domain_scores_codex":[0.9979081,0.00005660059,0.0009739416,0.0004231411,0.0002635133,0.000374661],"domain_scores_gemma":[0.9982014,0.0003800896,0.0002671728,0.0003819659,0.0001452779,0.0006241466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00411847,0.001166389,0.4999303,0.04774289,0.003728338,0.0002860935,0.01250825,0.0001160478,0.007434915,0.0070142,0.1325753,0.2833788],"study_design_scores_gemma":[0.007992801,0.001854543,0.7292302,0.06272564,0.0004230726,0.00003132726,0.0007963922,0.0002957726,0.005705374,0.0004275887,0.1891045,0.001412827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3039803,0.08061266,0.0006329707,0.5998962,0.0003025288,0.007154074,0.001498478,0.0001278952,0.00579491],"genre_scores_gemma":[0.8326203,0.1232972,0.02075138,0.02175912,0.0003372879,0.0001388615,0.0004007472,0.00005272782,0.0006423963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.578137,"threshold_uncertainty_score":0.8640779,"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."}}