{"id":"W2895583801","doi":"10.3389/fped.2018.00277","title":"Predictors of Mortality in Neonates and Infants Hospitalized With Sepsis or Serious Infections in Developing Countries: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital; University of Toronto","funders":"Grand Challenges Canada","keywords":"Medicine; Breastfeeding; Pediatrics; Malnutrition; Infant mortality; Neonatal sepsis; Sepsis; Low birth weight; Population; Environmental health; Pregnancy; Internal medicine","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":[0.00409019,0.001301585,0.006751225,0.009776399,0.0005471311,0.002008646,0.001607731,0.001477057,0.003020632],"category_scores_gemma":[0.02812021,0.0009177899,0.006059343,0.01109823,0.0005583128,0.001832183,0.001204417,0.0009704522,0.0002272522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429706,"about_ca_system_score_gemma":0.008196096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007192998,"about_ca_topic_score_gemma":0.01822641,"domain_scores_codex":[0.9958202,0.001086551,0.001863206,0.0003426219,0.0007210298,0.0001664112],"domain_scores_gemma":[0.9796351,0.01359064,0.004759825,0.0001626204,0.001599267,0.00025262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001807815,0.00001581089,0.004227209,0.9625579,0.00813126,0.0001432184,0.0002257996,0.00007075059,0.00007435671,0.00008744375,0.001128281,0.02315722],"study_design_scores_gemma":[0.0002153182,0.0002254803,0.02097395,0.8852145,0.07976601,0.0007192426,0.0005903745,0.0001162055,0.0001365661,0.0001723494,0.01181641,0.00005357961],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00222901,0.9967443,0.00005571602,0.0001656776,0.00005635177,0.0001635632,0.0004259141,0.000004753744,0.0001546732],"genre_scores_gemma":[0.02283366,0.9755971,0.0003363751,0.0003048911,0.00007983135,0.0004471699,0.0003264515,0.00000332841,0.00007127049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009776399,"threshold_uncertainty_score":0.02163124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499844196665738,"score_gpt":0.3098418234400063,"score_spread":0.2948433814733489,"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."}}