{"id":"W2911125541","doi":"10.1097/mph.0000000000001408","title":"Early Deaths in Pediatric Acute Leukemia: A Major Challenge in Developing Countries","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Acute leukemia; Myeloid leukemia; Leukemia; Incidence (geometry); Mortality rate; Induction chemotherapy; Retrospective cohort study; Cancer; Pediatrics; Internal medicine; Intensive care medicine; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005729052,0.0001940022,0.0002925558,0.0006863497,0.0005320698,0.0005400311,0.0002467565,0.0002271651,0.001054109],"category_scores_gemma":[0.00146427,0.00009395809,0.0001697163,0.001171577,0.0002108736,0.0004741035,0.0004892045,0.0004581751,0.0001313543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006256129,"about_ca_system_score_gemma":0.0008857909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890524,"about_ca_topic_score_gemma":0.008161995,"domain_scores_codex":[0.9994693,0.0001721789,0.0000678436,0.00005506995,0.0001280542,0.0001075094],"domain_scores_gemma":[0.9986807,0.0001850003,0.0008284719,0.00003751622,0.0001508036,0.0001174838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004377716,0.00001829715,0.9888434,0.000076146,0.00001777503,0.0003259095,0.0001503906,0.00008121136,0.0001280855,0.00009599172,0.0004179025,0.009801015],"study_design_scores_gemma":[0.000002575042,0.00005899185,0.9952595,0.00006422881,0.00001661257,0.001569747,0.001046453,0.0001033545,0.0001814846,0.00007972491,0.001613045,0.000004377587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920952,0.004469376,0.0003653281,0.0008492772,0.00002296206,0.00002763869,0.0008040416,0.00001050528,0.001355709],"genre_scores_gemma":[0.9948393,0.003706127,0.0003749413,0.0001517536,0.00005073306,0.00002689417,0.0006541125,0.000003917677,0.0001922638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003890524,"threshold_uncertainty_score":0.007735729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811411242260396,"score_gpt":0.3193290191562542,"score_spread":0.3012149067336503,"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."}}