{"id":"W4248364244","doi":"10.21203/rs.2.19600/v3","title":"Prevalence and Determinants of Malaria Infection Among Children of local farmers in Central Malawi","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre; McGill University","keywords":"Malaria; Environmental health; Geography; Socioeconomics; Medicine; Economics; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890747,0.0001437731,0.0004642761,0.0002151063,0.00002767363,0.000009263736,0.0001218213,0.0002349825,0.00005417245],"category_scores_gemma":[0.0001276773,0.0001255138,0.00007589853,0.0002039114,0.0003228955,0.00003762439,0.0005022883,0.001000633,0.000002955099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321845,"about_ca_system_score_gemma":0.0002789605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028272,"about_ca_topic_score_gemma":0.0002794938,"domain_scores_codex":[0.9979236,0.0002291218,0.0004157557,0.0003687994,0.0006391211,0.000423655],"domain_scores_gemma":[0.9991513,0.00004477163,0.0001270707,0.0002383304,0.0001828186,0.0002556768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000327584,0.0001250819,0.9838266,0.01303477,0.00002414451,0.00003854976,0.0002091085,0.0000291832,0.00007466628,0.00006610098,0.00003124617,0.00221295],"study_design_scores_gemma":[0.0006693881,0.0005476514,0.9917228,0.005149334,0.00002455182,0.00001841274,0.00007296882,0.0004428478,0.001043611,0.000224112,0.000005338476,0.0000789945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976961,0.0004384737,0.00001783137,0.000284692,0.00005679521,0.001167497,0.000106624,0.00001168584,0.0002202857],"genre_scores_gemma":[0.9976181,0.002171427,0.00003789159,0.00001472538,0.00007026919,0.00001767304,0.00002269045,0.00001416614,0.00003300351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01000323,"threshold_uncertainty_score":0.9963079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03547060792609086,"score_gpt":0.377168325345954,"score_spread":0.3416977174198631,"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."}}