{"id":"W2342211361","doi":"10.1200/jgo.2015.000935","title":"Childhood Cancer Mortality in India: Direct Estimates From a Nationally Representative Survey of Childhood Deaths","year":2016,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Fogarty International Center; National Institutes of Health; University of Toronto; Bill and Melinda Gates Foundation","keywords":"Medicine; Demography; Mortality rate; Childhood cancer; Cancer; Child mortality; Incidence (geometry); Standardized mortality ratio; Verbal autopsy; Population; Cohort; Pediatrics; Cause of death; Environmental health; Disease; Surgery; Pathology","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":[0.001169405,0.0001622132,0.0009138302,0.0001441683,0.00002352753,0.000006293871,0.000264891,0.000212917,0.0002680389],"category_scores_gemma":[0.005218604,0.0001018787,0.0001340116,0.000485871,0.000230098,0.0001568725,0.0001143324,0.0002721114,0.000009194659],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300691,"about_ca_system_score_gemma":0.006306358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006336638,"about_ca_topic_score_gemma":0.002533554,"domain_scores_codex":[0.9973592,0.000431145,0.0009231486,0.0002402126,0.0007355385,0.0003107399],"domain_scores_gemma":[0.9959072,0.002030465,0.0007657111,0.0001946433,0.0008804324,0.0002215693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009979082,0.001027108,0.9877847,0.000008878542,0.0007842649,0.0006174738,0.0002636663,0.00001707213,0.0008487436,0.0000678843,0.002860075,0.004722229],"study_design_scores_gemma":[0.008482274,0.001005699,0.9875573,0.0002914366,0.000142181,0.0002878276,0.00005233343,0.00002371256,0.0009382936,0.001051421,0.000079879,0.00008762692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927521,0.000729189,0.0001383757,0.001494054,0.000269452,0.0002459568,0.000585111,0.000007100156,0.003778624],"genre_scores_gemma":[0.9976276,0.0003916787,0.00148624,0.000238536,0.0002008226,0.000008963124,0.00001359241,0.00001207287,0.00002048367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007484366,"threshold_uncertainty_score":0.9993269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260566383490809,"score_gpt":0.3834990032846387,"score_spread":0.3574423649355578,"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."}}