{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004131227,0.0001803711,0.0002075911,0.001382875,0.0003234787,0.0004886211,0.0003760605,0.0002060598,0.0009249767],"category_scores_gemma":[0.001356946,0.000149801,0.0003465307,0.001159737,0.0003457542,0.0003416561,0.0007120309,0.0004195667,0.0001346525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778481,"about_ca_system_score_gemma":0.001056809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412214,"about_ca_topic_score_gemma":0.03324382,"domain_scores_codex":[0.9995109,0.00009416383,0.0000514247,0.00004947729,0.000136184,0.0001577984],"domain_scores_gemma":[0.9988528,0.0001365287,0.0005342455,0.00002745331,0.0001596314,0.0002892123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001376388,0.0000076365,0.9982199,0.00001760011,0.00001406582,0.00005890131,0.00009811312,0.00004060214,0.000015433,0.00002404265,0.0002374531,0.001252444],"study_design_scores_gemma":[0.000001168678,0.00002306306,0.9992612,0.00001665454,0.00001102232,0.000164651,0.0002505204,0.00002580884,0.00001227859,0.00001737688,0.0002147012,0.000001610611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946492,0.00189133,0.00004738438,0.0004459812,0.00002503853,0.00001075627,0.001219639,0.0000110624,0.001699631],"genre_scores_gemma":[0.9982789,0.0008753299,0.00006793666,0.00006112869,0.00002801637,0.000007371519,0.0005806585,0.000001187371,0.00009960952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412214,"threshold_uncertainty_score":0.0479635,"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."}}