{"id":"W1990467672","doi":"10.1371/journal.pone.0103017","title":"Improving Facility Performance in Infectious Disease Care in Uganda: A Mixed Design Study with Pre/Post and Cluster Randomized Trial Components","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disaster Response and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fio Corporation (Canada)","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Triage; Psychological intervention; Relative risk; Christian ministry; Emergency medicine; Malaria; Medical emergency; Internal medicine; Nursing; 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":[0.02434845,0.003014203,0.0085669,0.001623137,0.001230534,0.002186822,0.002488628,0.003559983,0.008652567],"category_scores_gemma":[0.02104253,0.002032903,0.00535145,0.001819251,0.002965397,0.002148857,0.00187682,0.003305183,0.001071668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002765567,"about_ca_system_score_gemma":0.004564686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879553,"about_ca_topic_score_gemma":0.002256436,"domain_scores_codex":[0.963851,0.02838039,0.002032094,0.002206063,0.001179824,0.002350657],"domain_scores_gemma":[0.9845822,0.007028168,0.003072956,0.002309623,0.0009895297,0.002017579],"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":[0.979392,0.01026691,0.0006835617,0.0008195312,0.001695933,0.00001408622,0.00009478261,0.0004337822,0.0001664952,0.0001176733,0.0001894647,0.006125769],"study_design_scores_gemma":[0.864185,0.1315867,0.001599036,0.0001140509,0.0009684616,0.00001039895,0.00005532365,0.0007929351,0.0001457542,0.0002709854,0.000250636,0.00002078473],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049421,0.004265877,0.004595254,0.00057205,0.001199674,0.0810914,0.001093616,0.000325402,0.001914536],"genre_scores_gemma":[0.8525391,0.001419123,0.01291551,0.0007642041,0.0005728566,0.1297507,0.0003952693,0.00003690982,0.001606229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434845,"threshold_uncertainty_score":0.1287684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111672015243818,"score_gpt":0.3044318154814708,"score_spread":0.2533150953290326,"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."}}