{"id":"W2765172278","doi":"10.2196/resprot.8599","title":"Côte d’Ivoire Dual Burden of Disease (CoDuBu): Study Protocol to Investigate the Co-occurrence of Chronic Infections and Noncommunicable Diseases in Rural Settings of Epidemiological Transition","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Foundation","keywords":"Biobank; Medicine; Malaria; Epidemiology; Epidemiological transition; Environmental health; Population; Cohort; Cohort study; Disease; Global health; Disease burden; Public health; Immunology; Internal medicine; Pathology; Biology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01108061,0.00248615,0.002357431,0.001911226,0.003273319,0.001743705,0.002526303,0.002200511,0.0361792],"category_scores_gemma":[0.007820394,0.002015986,0.00119705,0.001792897,0.0009876027,0.001552364,0.001892375,0.00186521,0.008718926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003935882,"about_ca_system_score_gemma":0.01336462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411349,"about_ca_topic_score_gemma":0.0215804,"domain_scores_codex":[0.9959573,0.002096975,0.0006201949,0.0005724105,0.0002433218,0.0005098301],"domain_scores_gemma":[0.9951786,0.0007802646,0.0008484725,0.0006543238,0.001604564,0.0009338775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.119722,0.04593016,0.1426751,0.04747319,0.00127577,0.006551113,0.02378589,0.006220335,0.01933271,0.0271287,0.3349483,0.2249568],"study_design_scores_gemma":[0.05362889,0.03236059,0.3385711,0.01710911,0.0005484729,0.001502458,0.01133938,0.00545928,0.003380573,0.008886204,0.5267207,0.0004932589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01016241,0.0003069924,0.003011107,0.0003025141,0.0001467849,0.9736037,0.009619566,0.00008206339,0.002764908],"genre_scores_gemma":[0.007213255,0.0001791479,0.004200719,0.0002347681,0.00003028594,0.9857162,0.001682565,0.000006629346,0.0007364333],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0361792,"threshold_uncertainty_score":0.1210314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702864950443685,"score_gpt":0.5273917568300974,"score_spread":0.3571052617857289,"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."}}