{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001584714,0.0000799687,0.0002052693,0.0001222287,0.0001071201,5.36141e-7,0.00009410503,0.0000652231,0.0006182351],"category_scores_gemma":[0.00002332766,0.00006932506,0.00001468386,0.0001580777,0.0000354216,0.00006568299,0.00002411858,0.000124573,0.00002184617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130525,"about_ca_system_score_gemma":0.00002990573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006676607,"about_ca_topic_score_gemma":0.0002650951,"domain_scores_codex":[0.9982722,0.0006719941,0.0005034507,0.0001708117,0.00009274657,0.000288742],"domain_scores_gemma":[0.9994238,0.00009403315,0.0001907694,0.0001261006,0.00006768065,0.00009762987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006071918,0.0005374777,0.8954641,0.0002780015,0.0000487256,0.000004971907,0.02235497,9.657846e-7,0.000281236,0.002379596,0.009575223,0.0684676],"study_design_scores_gemma":[0.002332167,0.0002392692,0.9634691,0.00007388926,0.000007545827,2.739203e-7,0.007678709,0.0001106656,0.0006014231,0.003420178,0.0219592,0.000107567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898703,0.0008582302,0.0001380773,0.001016726,0.0003720638,0.001096886,0.000004297449,0.00002476359,0.006618623],"genre_scores_gemma":[0.9848809,0.008589147,0.0001107312,0.006111661,0.0000441406,0.0001366184,0.000004833133,0.000008698668,0.0001132408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06836003,"threshold_uncertainty_score":0.6769242,"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."}}