{"id":"W2106947212","doi":"10.4269/ajtmh.2004.71.224","title":"MONITORING FUTURE IMPACT ON MALARIA BURDEN IN SUB-SAHARAN AFRICA","year":2004,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Malaria; Psychological intervention; Baseline (sea); Poverty; Business; Monitoring and evaluation; Information system; Control (management); Risk analysis (engineering); Environmental resource management; Process management; Economic growth; Computer science; Medicine; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564483,0.0002941797,0.000290652,0.002756443,0.0004150013,0.0009835894,0.0003741416,0.0002920077,0.0006195874],"category_scores_gemma":[0.01195449,0.000182332,0.0001595924,0.003191357,0.0002899255,0.001262729,0.000783388,0.0002941944,0.0001381327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009902385,"about_ca_system_score_gemma":0.0009566507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230489,"about_ca_topic_score_gemma":0.01242854,"domain_scores_codex":[0.9982646,0.001115472,0.0001241726,0.00008380694,0.0002745726,0.0001374711],"domain_scores_gemma":[0.9966334,0.001111765,0.001056299,0.0001610247,0.0008291368,0.0002084123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002205501,0.00008714591,0.8657915,0.0003325422,0.0001639374,0.0003497466,0.003429401,0.007598799,0.0006942191,0.001266571,0.003513714,0.1165518],"study_design_scores_gemma":[0.00003425313,0.0004476435,0.9673172,0.0002553407,0.0001834387,0.0002595039,0.005581792,0.01057838,0.001925957,0.002225971,0.01115015,0.00004046207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983886,0.001839155,0.002418635,0.002237381,0.00002718673,0.0001328027,0.002011061,0.00008876122,0.00735888],"genre_scores_gemma":[0.9925743,0.002079071,0.004121726,0.00007924215,0.00003091302,0.00008400145,0.0007049005,0.000004165694,0.0003216063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230489,"threshold_uncertainty_score":0.02446657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150817458289237,"score_gpt":0.304502358792202,"score_spread":0.2894206129632783,"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."}}