{"id":"W2152805907","doi":"10.1186/1475-2875-13-345","title":"Malaria treatment policy change in Uganda: what role did evidence play?","year":2014,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre; World Health Organization","keywords":"Consistency (knowledge bases); Thematic analysis; Evidence-based practice; Quality (philosophy); Health policy; Evidence-based medicine; Public health; Public economics; Qualitative research; Medicine; Public relations; Psychology; Political science; Nursing; Alternative medicine; Sociology; Economics; Social science; Computer science","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":[0.1523906,0.001036176,0.003371092,0.01015505,0.004564311,0.03264767,0.003923957,0.008453494,0.005200019],"category_scores_gemma":[0.3830531,0.001689089,0.001382041,0.01209265,0.01357737,0.02510281,0.01330519,0.009364986,0.0003923534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02616932,"about_ca_system_score_gemma":0.05983393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413466,"about_ca_topic_score_gemma":0.02124617,"domain_scores_codex":[0.7965453,0.1644026,0.01514992,0.004487229,0.01408655,0.005328468],"domain_scores_gemma":[0.4670793,0.4773929,0.02656133,0.004490729,0.01860387,0.00587188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009391007,0.0004752095,0.04322273,0.2234041,0.001850025,0.003236918,0.07962815,0.002598105,0.0006665903,0.1000392,0.01995126,0.5239885],"study_design_scores_gemma":[0.0002650057,0.000671738,0.02513683,0.5755572,0.001607223,0.001426382,0.09269135,0.001763928,0.001070556,0.07577083,0.2237779,0.0002610553],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04387205,0.6217443,0.002342758,0.3170418,0.001405861,0.0004364545,0.0004039411,0.00002580564,0.01272707],"genre_scores_gemma":[0.6349315,0.3236493,0.01206279,0.02657572,0.0008448436,0.0009674113,0.0002322536,0.00003569657,0.0007004767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1523906,"threshold_uncertainty_score":0.8059282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5211715687013695,"score_gpt":0.6275309256622529,"score_spread":0.1063593569608834,"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."}}