{"id":"W2164409574","doi":"10.1046/j.1365-3156.2001.00790.x","title":"An empirical malaria distribution map for West Africa","year":2001,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Malaria Research and Control","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Malaria; Geography; Distribution (mathematics); Population; Socioeconomics; Environmental protection; Environmental health; Regional science; Cartography; Biology; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003550367,0.0001555274,0.0003913385,0.0001071647,0.0001177822,0.00001728487,0.0002159535,0.00009793935,0.00202523],"category_scores_gemma":[0.000655401,0.000112933,0.0000935201,0.000139667,0.0001316729,0.00008904002,0.00002491666,0.0003309757,0.00007654499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795204,"about_ca_system_score_gemma":0.0003150446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001486994,"about_ca_topic_score_gemma":0.00005456097,"domain_scores_codex":[0.9978071,0.00009832816,0.0004824934,0.0003569598,0.0007410389,0.0005140483],"domain_scores_gemma":[0.9982964,0.0002026276,0.00009386457,0.0002642382,0.0003473859,0.0007954561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01470677,0.00277216,0.1561109,0.0003725855,0.0003367916,0.0002480065,0.0005834697,0.000008325766,0.0006889167,0.3354454,0.3702792,0.1184474],"study_design_scores_gemma":[0.005783914,0.004622624,0.5281341,0.0001194101,0.00002858132,0.0001021325,0.00008751954,0.008295995,0.000006330422,0.001777096,0.4509482,0.0000940706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01215826,0.0003752014,0.134665,0.848059,0.0008158413,0.001168592,0.0001478668,0.0001261299,0.002484158],"genre_scores_gemma":[0.9872127,0.0001113988,0.001154111,0.005175623,0.003105961,0.0001343679,0.001327229,0.00001902012,0.001759556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9750545,"threshold_uncertainty_score":0.9988871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731792225835602,"score_gpt":0.4217970743734811,"score_spread":0.364479152115125,"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."}}