{"id":"W2148741539","doi":"10.3201/eid1802.111008","title":"Lack of Decline in Childhood Malaria, Malawi, 2001–2010","year":2012,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Wellcome Trust","keywords":"Malaria; Parasitemia; Cerebral Malaria; Medicine; Plasmodium falciparum; Transmission (telecommunications); Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003144682,0.0001648986,0.0003790354,0.0002898584,0.00005232263,0.00001272714,0.00009262644,0.00007838868,0.002201753],"category_scores_gemma":[0.0007758497,0.000147856,0.0001593122,0.0003747909,0.00006684305,0.0001665091,0.00008696575,0.0002461265,0.00009321924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005974598,"about_ca_system_score_gemma":0.0001520571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004773137,"about_ca_topic_score_gemma":0.0001040673,"domain_scores_codex":[0.9983897,0.00008903169,0.0003414963,0.0001915885,0.0003581304,0.0006300146],"domain_scores_gemma":[0.9989311,0.0001019254,0.0000890088,0.0003305443,0.00009608862,0.0004513295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001821773,0.001857711,0.9892612,0.0001190086,0.0001021304,0.00002121905,0.00009711475,0.00002961007,0.0005980962,0.002016399,0.003075189,0.002640191],"study_design_scores_gemma":[0.003351335,0.0002108754,0.9919118,0.00009078468,0.0001151418,0.00003045796,0.00004381947,0.0001879026,0.000221695,0.0002635556,0.003434181,0.0001384276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815665,0.002678621,0.0001796329,0.004157617,0.0004336997,0.0006521124,0.00003777469,0.0001329393,0.01016103],"genre_scores_gemma":[0.9976942,0.0001551066,0.00006500691,0.0006303895,0.0005127238,0.00006099184,0.00003655903,0.0000288374,0.0008161915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612763,"threshold_uncertainty_score":0.9987104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120888069434543,"score_gpt":0.3161010049704674,"score_spread":0.2948921242761219,"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."}}