{"id":"W2886558005","doi":"10.1093/ije/dyy161","title":"Significant cognitive delay among 3- to 4-year old children in low- and middle-income countries: prevalence estimates and potential impact of preventative interventions","year":2018,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"UNICEF","keywords":"Psychological intervention; Medicine; Sanitation; Population; Demography; Environmental health; Low and middle income countries; Confidence interval; Cognition; Developing country; Psychiatry; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004264827,0.0005446777,0.000456907,0.002804928,0.0003256028,0.0007104496,0.0006456087,0.0005982373,0.0008852223],"category_scores_gemma":[0.009179484,0.0002843756,0.0009564238,0.00158901,0.0007120998,0.0006526613,0.0008633318,0.0005863729,0.00009385064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966432,"about_ca_system_score_gemma":0.0008964096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02830113,"about_ca_topic_score_gemma":0.0193632,"domain_scores_codex":[0.9981568,0.0008538643,0.00016294,0.0002535449,0.0002755387,0.0002973079],"domain_scores_gemma":[0.9937874,0.002699799,0.00225551,0.000215025,0.0006604228,0.0003818052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004976837,0.00003171209,0.9959397,0.0001244943,0.00008262749,0.00005234512,0.0001808244,0.0001762421,0.00004330537,0.00004464153,0.00008893527,0.003185383],"study_design_scores_gemma":[0.000005531199,0.0001100728,0.9986377,0.0001157449,0.00006350977,0.0001495116,0.0004679746,0.0002182059,0.00005373371,0.00005294729,0.0001198007,0.000005292181],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932475,0.003861232,0.0004307871,0.0002093217,0.00001655946,0.00004662934,0.001216044,0.000008411219,0.0009634529],"genre_scores_gemma":[0.9983,0.0009833969,0.0002861971,0.00003176558,0.000008421496,0.00003255046,0.0003341891,6.844091e-7,0.00002276922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830113,"threshold_uncertainty_score":0.0562728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743848135306599,"score_gpt":0.376988977231026,"score_spread":0.34955049587796,"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."}}