{"id":"W2048878358","doi":"10.1371/journal.pone.0084945","title":"Effect of Integrated Capacity-Building Interventions on Malaria Case Management by Health Professionals in Uganda: A Mixed Design Study with Pre/Post and Cluster Randomized Trial Components","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fio Corporation (Canada)","funders":"Bill and Melinda Gates Foundation","keywords":"Malaria; Medicine; Relative risk; Psychological intervention; Randomized controlled trial; Cluster (spacecraft); Environmental health; Physical therapy; Emergency medicine; Internal medicine; Nursing; Immunology; Confidence interval","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":[0.009561652,0.002679973,0.005765768,0.001437708,0.0009763183,0.001559081,0.001995974,0.002962061,0.006284456],"category_scores_gemma":[0.01131988,0.001593663,0.003816689,0.001386803,0.002153143,0.001313479,0.001581877,0.00230269,0.0006333512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239282,"about_ca_system_score_gemma":0.003516974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298481,"about_ca_topic_score_gemma":0.002617769,"domain_scores_codex":[0.9864709,0.00933742,0.001048643,0.001261196,0.0006824848,0.001199323],"domain_scores_gemma":[0.9920868,0.003541835,0.001629432,0.0008951382,0.000494095,0.001352568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9409687,0.03219911,0.0008627861,0.001742985,0.002168376,0.00002336602,0.0001467512,0.0006933078,0.0004468492,0.0001216543,0.0002002147,0.02042579],"study_design_scores_gemma":[0.7651607,0.2299216,0.002199331,0.0001632665,0.001136636,0.00001062745,0.00005882152,0.0006211775,0.000286052,0.000179292,0.0002413751,0.00002104547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603627,0.003193343,0.002176093,0.0002726842,0.0005141463,0.03156841,0.0005360029,0.0001683784,0.001208151],"genre_scores_gemma":[0.9331625,0.001554956,0.006943922,0.0003767668,0.000376007,0.05624499,0.000276996,0.00001959857,0.001044292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009561652,"threshold_uncertainty_score":0.05056751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983881759725717,"score_gpt":0.3311481102430633,"score_spread":0.2813092926458061,"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."}}