{"id":"W2125559635","doi":"10.1345/aph.1q051","title":"Medication Utilization and Illness Management Study in Nigeria","year":2011,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Malaria; Descriptive statistics; Population; Local government area; Developing country; Chills; Demography; Pediatrics; Environmental health; Local government; Surgery","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":[0.0005017613,0.000195234,0.0002815489,0.0006329492,0.0009991175,0.0004446986,0.0002036631,0.0003527376,0.002056803],"category_scores_gemma":[0.0006959646,0.0003507727,0.0001846731,0.001097896,0.0001893229,0.0003810379,0.0004635056,0.0005195827,0.0003873297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371706,"about_ca_system_score_gemma":0.0009317438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535524,"about_ca_topic_score_gemma":0.01329567,"domain_scores_codex":[0.999743,0.0000683587,0.00006040372,0.0000311788,0.00004593252,0.00005115701],"domain_scores_gemma":[0.9996678,0.00004516404,0.0001435697,0.00001048916,0.00005887884,0.00007410741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006544353,0.0003145768,0.9922181,0.0001994019,0.00001067601,0.0004648913,0.002054572,0.0000166246,0.0003255841,0.00004345329,0.0004307855,0.003855919],"study_design_scores_gemma":[0.00001752701,0.000287202,0.9923744,0.0001972928,0.00001723669,0.0008239842,0.004641859,0.00004622099,0.00006493815,0.00003069064,0.001493569,0.000005160804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957682,0.0006400112,0.00005913835,0.0001505543,0.00001677918,0.0001575336,0.0009313343,0.000002022214,0.002274473],"genre_scores_gemma":[0.9955387,0.001560465,0.0002995245,0.0002491089,0.0000215981,0.0003722589,0.0008860276,0.000001776214,0.001070513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006535524,"threshold_uncertainty_score":0.012995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4618187509789365,"score_gpt":0.5847796935843182,"score_spread":0.1229609426053818,"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."}}