{"id":"W2553655913","doi":"10.1093/ije/dyw262","title":"Malaria in Uganda: school-based rapid diagnostic testing and treatment","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malaria; Medicine; Diagnostic test; Environmental health; Virology; Intensive care medicine; Pediatrics; Immunology","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":[0.003132883,0.0005278048,0.000420147,0.001530444,0.0009454471,0.0009166957,0.001134254,0.001635019,0.002230401],"category_scores_gemma":[0.01022531,0.0006829987,0.0003718671,0.001197317,0.0006190337,0.001299593,0.001324246,0.001127887,0.0004318844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741652,"about_ca_system_score_gemma":0.005161452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02553847,"about_ca_topic_score_gemma":0.02491291,"domain_scores_codex":[0.9960907,0.002136459,0.0003166137,0.0002635319,0.0004578927,0.0007348666],"domain_scores_gemma":[0.9974106,0.0005398054,0.0005642505,0.0001466263,0.0006656334,0.0006730941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004082798,0.001506986,0.8993565,0.0003425482,0.00004267522,0.001015051,0.001965857,0.000617464,0.0005925018,0.0004162443,0.005743294,0.08799246],"study_design_scores_gemma":[0.0001089265,0.001843827,0.9871721,0.0003732819,0.00006927727,0.001251295,0.003599367,0.001179299,0.0003883126,0.0003336564,0.003653042,0.00002773987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851253,0.003164037,0.001232194,0.004360931,0.000258551,0.0006279241,0.0006767809,0.00008477388,0.004469526],"genre_scores_gemma":[0.9969096,0.0007649604,0.001101697,0.0003595456,0.00005498451,0.0001265771,0.0001703434,0.00000524339,0.0005069888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553847,"threshold_uncertainty_score":0.05077964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06906481587708599,"score_gpt":0.3705449617340778,"score_spread":0.3014801458569918,"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."}}