{"id":"W7133051668","doi":"","title":"Identifying Targets for Improving Quality of Pediatric Emergency and Critical Care in Low-Resource Settings","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Epidemiology; Odds; Emergency department; Cause of death; Medical diagnosis; Disease; Child mortality; Odds ratio","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009046091,0.0006491363,0.0006832998,0.001426291,0.0007451984,0.00335864,0.001343745,0.001001423,0.008569428],"category_scores_gemma":[0.02847913,0.0002718566,0.0008155105,0.001727395,0.0007103599,0.002444175,0.00291636,0.001959017,0.0006845323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005296757,"about_ca_system_score_gemma":0.02229478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608664,"about_ca_topic_score_gemma":0.01775612,"domain_scores_codex":[0.996657,0.001675968,0.0002314818,0.0002541458,0.0005724124,0.0006089504],"domain_scores_gemma":[0.9861092,0.004713703,0.003783352,0.0003393737,0.002863849,0.002190517],"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":[0.0004337786,0.0006220582,0.3561229,0.0135776,0.0006973745,0.0002141149,0.001783873,0.004660834,0.0007141821,0.01541051,0.1150189,0.4907438],"study_design_scores_gemma":[0.0006807135,0.001923605,0.7788616,0.05890851,0.001153427,0.0003446098,0.01101849,0.007587085,0.002052247,0.02093064,0.1164022,0.0001367847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2854629,0.1511382,0.01657581,0.4858187,0.002907897,0.002055231,0.01810588,0.0004761531,0.03745931],"genre_scores_gemma":[0.8687968,0.07828665,0.02661262,0.01657479,0.001311701,0.001857972,0.004996689,0.00004517323,0.001517445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01608664,"threshold_uncertainty_score":0.04784089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09548387572364175,"score_gpt":0.4612696157329497,"score_spread":0.3657857400093079,"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."}}