{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475208,0.0001874452,0.000157347,0.001644023,0.0002418832,0.0005454874,0.0002300873,0.0001597214,0.003556302],"category_scores_gemma":[0.003656159,0.0001181957,0.0001030752,0.00194793,0.0001495729,0.0007771871,0.0004834401,0.0002673683,0.0005451186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173781,"about_ca_system_score_gemma":0.0004368867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100198,"about_ca_topic_score_gemma":0.00840594,"domain_scores_codex":[0.9998723,0.00004180986,0.000006677205,0.00002583388,0.00003741926,0.00001588295],"domain_scores_gemma":[0.9993998,0.0002501993,0.00009895665,0.00005382797,0.0001677159,0.00002947893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004154919,0.0001101796,0.2733597,0.0004998113,0.00006303938,0.001182972,0.002416281,0.1465525,0.005985298,0.02921897,0.02733944,0.5128562],"study_design_scores_gemma":[0.00008546688,0.0001531547,0.4574736,0.0002833184,0.00002778951,0.001691171,0.002230235,0.3045665,0.002444335,0.01710491,0.2138756,0.00006397311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410821,0.001952659,0.1083816,0.001192273,0.00003711988,0.0002224474,0.01575198,0.0008490511,0.03053082],"genre_scores_gemma":[0.9337854,0.001124677,0.0522374,0.00003261766,0.00002054386,0.0001528098,0.01034155,0.00007969178,0.002225233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100198,"threshold_uncertainty_score":0.02187586,"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."}}