{"id":"W2582747119","doi":"10.1371/journal.pone.0170267","title":"Managing Neonatal and Early Childhood Syndromic Sepsis in Sub-District Hospitals in Resource Poor Settings: Improvement in Quality of Care through Introduction of a Package of Interventions in Rural Bangladesh","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Global Affairs Canada","keywords":"Medicine; Psychological intervention; Triage; Emergency department; Sepsis; Intensive care medicine; Quality management; Medical emergency; Emergency medicine; Nursing; Service (business); Business","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":[0.001850792,0.0003799901,0.0002436258,0.0004816286,0.0009381223,0.0009025946,0.000922493,0.0005862212,0.002303893],"category_scores_gemma":[0.003896009,0.0001984031,0.0002747073,0.0006966508,0.0006145604,0.0005320822,0.002114686,0.0007516501,0.0001882998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381359,"about_ca_system_score_gemma":0.00926765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01768499,"about_ca_topic_score_gemma":0.02630525,"domain_scores_codex":[0.9986749,0.0007601151,0.0001021313,0.0000759711,0.0001111154,0.0002756862],"domain_scores_gemma":[0.9978745,0.00024935,0.0003304204,0.0000734799,0.0002255772,0.001246691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001858234,0.007542836,0.2879442,0.006103539,0.0002127644,0.00386668,0.029642,0.003497178,0.009663917,0.001864715,0.009192342,0.6386117],"study_design_scores_gemma":[0.001276898,0.01774553,0.8959857,0.002145791,0.0002083106,0.001329706,0.04349435,0.001002246,0.002452334,0.000835773,0.03337133,0.0001520511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820962,0.00200575,0.0008255771,0.007406106,0.00008467674,0.001608846,0.0003409309,0.0000671718,0.005564845],"genre_scores_gemma":[0.9878604,0.003011623,0.005871246,0.001035884,0.00003644039,0.001077057,0.0001791966,0.00000644476,0.0009217121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768499,"threshold_uncertainty_score":0.03516412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964039669506256,"score_gpt":0.2723718977384874,"score_spread":0.2527315010434248,"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."}}