{"id":"W3010925534","doi":"","title":"EARLY DEATHS IN PEDIATRIC ACUTE LEUKEMIA: A POPULATION-BASED STUDY","year":2013,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Pediatric Oncology Group; University of Toronto","funders":"","keywords":"Medicine; Myeloid leukemia; Incidence (geometry); Pediatrics; Retrospective cohort study; Acute leukemia; Population; Leukemia; Lymphoblastic Leukemia; Cohort; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004238288,0.0002767415,0.0003263113,0.001077773,0.0006364453,0.0006420855,0.0005492232,0.0003446318,0.0009376089],"category_scores_gemma":[0.001314952,0.0003004886,0.0003709209,0.002370774,0.0002981727,0.0005679408,0.0004788803,0.0005124325,0.0001608583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002754119,"about_ca_system_score_gemma":0.002491252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3608027,"about_ca_topic_score_gemma":0.5113632,"domain_scores_codex":[0.9994637,0.00006502988,0.00004431549,0.00009792091,0.0001717597,0.000157142],"domain_scores_gemma":[0.9990886,0.00008514963,0.0004489855,0.00004781529,0.0001650108,0.0001644252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001660175,0.00001128218,0.9992411,0.000006011207,0.00001184192,0.00004958153,0.00009296086,0.00002041298,0.00003122896,0.000007393826,0.00006578216,0.0004458469],"study_design_scores_gemma":[0.000003225156,0.00002724758,0.999365,0.000005833678,0.000007605605,0.0001247043,0.0002113508,0.00004194452,0.00001194831,0.00000563944,0.0001935643,0.000001955011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980939,0.0002237203,0.00005249662,0.00004300291,0.00000243794,0.00001913361,0.001199645,0.000002847926,0.0003629257],"genre_scores_gemma":[0.998127,0.0004613699,0.00009637655,0.00003217984,0.00000743598,0.00002384773,0.001123637,0.000001834165,0.0001263203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608027,"threshold_uncertainty_score":0.7174053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915406928881153,"score_gpt":0.2230034200447754,"score_spread":0.2138493507559639,"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."}}