{"id":"W1979591690","doi":"10.1371/journal.pone.0020119","title":"Diarrhea, Pneumonia, and Infectious Disease Mortality in Children Aged 5 to 14 Years in India","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; Centre for Global Health Research; St. Michael's Hospital","funders":"International Development Research Centre; Canadian Institutes of Health Research; Sick Kids Foundation; March of Dimes Foundation; National Institutes of Health; UNICEF","keywords":"Medicine; Diarrhea; Measles; Pneumonia; Verbal autopsy; Diarrheal diseases; Pediatrics; Infectious disease (medical specialty); Cause of death; Autopsy; Child mortality; Mortality rate; Disease; Diarrheal disease; Environmental health; Population; Immunology; Internal medicine; Vaccination","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000909847,0.0001140858,0.000372834,0.000190964,0.000119884,0.000002041227,0.0000958404,0.0001730671,0.0001315457],"category_scores_gemma":[0.0009525754,0.0001173674,0.00001854333,0.0003120198,0.00003839672,0.00006091076,0.0001123207,0.0005894722,0.0002006187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201109,"about_ca_system_score_gemma":0.0001389295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443648,"about_ca_topic_score_gemma":0.007275124,"domain_scores_codex":[0.9977446,0.00071714,0.0004854459,0.0002999326,0.0001141859,0.0006387039],"domain_scores_gemma":[0.9988923,0.0001866065,0.00008863513,0.0002599286,0.00002439285,0.0005481222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007567139,0.0004732671,0.9973742,0.0001220461,0.00001547426,0.00001596023,0.001322011,4.92967e-7,0.00001504529,0.0002013561,0.0002688407,0.0001155784],"study_design_scores_gemma":[0.0006875256,0.00007050236,0.9969315,0.0002016886,0.00001732063,2.729622e-7,0.00003892044,0.000008238849,0.000002710399,0.001921787,0.00001226266,0.0001072855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959314,0.000130181,0.000001226459,0.0002443889,0.00008326984,0.001238464,0.0000464197,0.00005096887,0.00227361],"genre_scores_gemma":[0.9956409,0.0001473236,0.0001274896,0.003623954,0.00007425373,0.0002564941,0.00001845099,0.00001368216,0.00009744942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007161358,"threshold_uncertainty_score":0.9921265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005053760543807,"score_gpt":0.3707827672575618,"score_spread":0.2702773912031811,"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."}}