{"id":"W2738256387","doi":"10.1093/tropej/fmx047","title":"Socioeconomic Condition and Prevalence of Malaria Fever in Pakistani Children: Findings from a Community Health Survey","year":2017,"lang":"en","type":"article","venue":"Journal of Tropical Pediatrics","topic":"Malaria Research and Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Malaria; Medicine; Socioeconomic status; Demography; Context (archaeology); Odds ratio; Logistic regression; Environmental health; Public health; Cross-sectional study; Population; Immunology; Geography; Internal medicine","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":[0.0006856975,0.0002121522,0.0001955167,0.0008738659,0.0004591116,0.0003008093,0.0002188843,0.000265861,0.001248928],"category_scores_gemma":[0.001734234,0.0002374043,0.000287673,0.001050868,0.0003067638,0.0004438378,0.0004841785,0.0004096338,0.000151941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818384,"about_ca_system_score_gemma":0.0005656597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02277972,"about_ca_topic_score_gemma":0.02817386,"domain_scores_codex":[0.9995622,0.0001281254,0.00005650332,0.0000503802,0.0001096979,0.00009308061],"domain_scores_gemma":[0.9989625,0.0001246746,0.0005588922,0.00002976235,0.0001265347,0.0001975461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000012394,0.00002111458,0.9992338,0.00001028454,0.00001221239,0.00002932308,0.00009759989,0.00001387287,0.00004160419,0.000004798013,0.00005627249,0.0004667995],"study_design_scores_gemma":[0.000001406235,0.00004112241,0.9995937,0.000005878478,0.000003993831,0.00006824753,0.0002032344,0.00002308013,0.000009833668,0.000002888026,0.00004556987,0.000001100737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988244,0.00008817199,0.00002594715,0.00005075111,0.000002170507,0.00001060996,0.0007609376,0.000001146188,0.0002358552],"genre_scores_gemma":[0.9994063,0.0001024574,0.00005726215,0.00001428805,0.000002834313,0.000008374064,0.0003657693,3.338209e-7,0.00004228202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02277972,"threshold_uncertainty_score":0.04529423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518791412759401,"score_gpt":0.3326692918613252,"score_spread":0.3074813777337312,"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."}}