{"id":"W4236943318","doi":"10.21203/rs.2.19600/v1","title":"Prevalence and Determinants of Malaria Infection Among Children of local farmers in Central Malawi","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre; McGill University","keywords":"Malaria; Environmental health; Medicine; Geography; Socioeconomics; Immunology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003175318,0.0002057136,0.0001689918,0.0005317351,0.0005611093,0.0006080713,0.0002916254,0.0002266685,0.001525377],"category_scores_gemma":[0.0008784496,0.0002135106,0.0001374996,0.0007297867,0.0005155944,0.0003344823,0.000561353,0.0003253325,0.0001242283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005683036,"about_ca_system_score_gemma":0.0005422478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03776387,"about_ca_topic_score_gemma":0.05189869,"domain_scores_codex":[0.9997037,0.00008166472,0.00001936565,0.00004575876,0.00004123108,0.0001082823],"domain_scores_gemma":[0.9993831,0.00008039125,0.0003296233,0.00001491463,0.00006389216,0.0001280905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001503957,0.0000234258,0.9977062,0.00001653521,0.00001184923,0.0001455356,0.0007724707,0.00001513819,0.0002366118,0.00001714375,0.0001016197,0.0009385291],"study_design_scores_gemma":[0.000001395025,0.00003453334,0.9983725,0.00001023741,0.000004685231,0.0001239701,0.001253254,0.00004285363,0.00002877065,0.00000597594,0.0001206677,0.000001234864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995736,0.0001032198,0.00001517873,0.0000451028,0.000001003681,0.000007291499,0.0001329785,9.484325e-7,0.0001207309],"genre_scores_gemma":[0.9997575,0.00006840586,0.00002593659,0.00001357548,0.000001608236,0.000006659358,0.00005325534,2.534396e-7,0.00007288644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03776387,"threshold_uncertainty_score":0.07508808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709819363788915,"score_gpt":0.3713220742527291,"score_spread":0.3442238806148399,"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."}}