{"id":"W2519256688","doi":"10.9745/ghsp-d-16-00069","title":"Scheduled Follow-Up Referrals and Simple Prevention Kits Including Counseling to Improve Post-Discharge Outcomes Among Children in Uganda: A Proof-of-Concept Study","year":2016,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Grand Challenges Canada; Mitacs; National Institutes of Health; Thrasher Research Fund","keywords":"Medicine; Referral; Psychological intervention; Family medicine; Intervention (counseling); Health care; Pediatrics; Emergency medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009646832,0.001519031,0.00184097,0.0008609441,0.0008455241,0.001341441,0.001799164,0.001726317,0.003798726],"category_scores_gemma":[0.008657165,0.000854403,0.002680346,0.0004578943,0.001321536,0.001413336,0.001721174,0.002348887,0.0003327187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126257,"about_ca_system_score_gemma":0.005063139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595044,"about_ca_topic_score_gemma":0.002255848,"domain_scores_codex":[0.995187,0.003089575,0.0003369063,0.0002887054,0.0005323339,0.0005655771],"domain_scores_gemma":[0.9936628,0.00257297,0.001491511,0.0003655664,0.0009147046,0.0009924896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08711002,0.5783133,0.02074818,0.0254449,0.002966475,0.000939131,0.003854592,0.003965004,0.01181715,0.001097153,0.002718138,0.2610259],"study_design_scores_gemma":[0.06547002,0.8939832,0.02236561,0.001926994,0.001724536,0.0002489411,0.001765578,0.001354211,0.005197062,0.0004075198,0.005481818,0.00007443297],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669739,0.002215584,0.002391479,0.0005393241,0.000286469,0.0254545,0.0006105103,0.00007021672,0.001457983],"genre_scores_gemma":[0.9395035,0.003744449,0.02324781,0.0006294905,0.0002121962,0.03146701,0.0002587899,0.00001637082,0.0009203266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009646832,"threshold_uncertainty_score":0.05101794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100998902139204,"score_gpt":0.41573793943162,"score_spread":0.374727950410228,"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."}}