{"id":"W6977128854","doi":"10.60692/7ymy8-sqh83","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":"Greater South Information System","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Triage; Psychological intervention; Sepsis; Public health; Emergency department; Resuscitation; Quality management; Intervention (counseling)","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":[0.001496733,0.000304153,0.0002131059,0.0003864132,0.0008543037,0.0009306499,0.0007321178,0.0006062967,0.001709399],"category_scores_gemma":[0.003532553,0.0001725752,0.0002419125,0.0007022701,0.0005849479,0.0005880447,0.00179873,0.0007919914,0.0001561451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002839709,"about_ca_system_score_gemma":0.00670293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987158,"about_ca_topic_score_gemma":0.03176878,"domain_scores_codex":[0.998811,0.0006778467,0.00009769527,0.00006447534,0.0001041892,0.0002447933],"domain_scores_gemma":[0.9983476,0.0001852134,0.0002622998,0.00005346644,0.0001942399,0.0009571197],"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":[0.001542447,0.004919472,0.3082229,0.005784676,0.0002125152,0.00519603,0.03147466,0.003497532,0.01131531,0.002721697,0.01194966,0.6131632],"study_design_scores_gemma":[0.0007631279,0.01216051,0.8742121,0.002181539,0.0002181749,0.001776127,0.05524241,0.001004924,0.002633901,0.001023768,0.04861471,0.0001687492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744253,0.003670816,0.0007941721,0.01331881,0.000134349,0.0008853684,0.0002788343,0.00005285992,0.006439445],"genre_scores_gemma":[0.9871191,0.005213504,0.004013471,0.001783529,0.00005314139,0.0005755282,0.0001437691,0.000007373902,0.001090477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987158,"threshold_uncertainty_score":0.03951186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381663516935262,"score_gpt":0.23655613608834,"score_spread":0.2227395009189874,"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."}}