{"id":"W4224242276","doi":"10.1016/s2352-4642(22)00095-5","title":"Worldwide trends in population-based survival for children, adolescents, and young adults diagnosed with leukaemia, by subtype, during 2000–14 (CONCORD-3): analysis of individual data from 258 cancer registries in 61 countries","year":2022,"lang":"en","type":"article","venue":"The Lancet Child & Adolescent Health","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; BC Cancer Agency; Ligue Contre le Cancer; ACT Government; Centers for Disease Control and Prevention; Swiss Re; CHILDREN with CANCER UK; Cancer Care Ontario; Swiss Cancer Research Foundation; New York City Department of Health and Mental Hygiene; Pennsylvania Department of Health; Ohio Department of Health; Institut National Du Cancer; Cancer Research UK; U.S. Department of Health and Human Services","keywords":"Medicine; Young adult; Cancer; Population; Pediatrics; Demography; Cancer registry; Survival analysis; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001230409,0.0003099891,0.001228226,0.0006419934,0.0003548501,0.00004932208,0.0007075277,0.00007027059,0.0000643892],"category_scores_gemma":[0.000137087,0.0002468122,0.00006976748,0.001877536,0.0002057502,0.0001165143,0.0003175711,0.0009221985,3.331288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573389,"about_ca_system_score_gemma":0.001317169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07919603,"about_ca_topic_score_gemma":0.1410815,"domain_scores_codex":[0.9962745,0.0003860028,0.0007570772,0.0007707409,0.001048277,0.0007634063],"domain_scores_gemma":[0.9979122,0.0002694174,0.0004973669,0.001068039,0.00007355582,0.0001793746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007078978,0.0003892696,0.9836692,0.0003335058,0.00033289,0.0000106225,0.001010563,0.001142703,0.000002516062,0.000006963811,0.004471616,0.001551133],"study_design_scores_gemma":[0.01663595,0.0001661204,0.9770336,0.001156597,0.0003515499,0.000005354381,0.0003567707,0.003763362,0.00001662169,0.000002389717,0.00029035,0.0002213159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774287,0.004063624,0.0000574207,0.005428721,0.0001070249,0.001157674,0.01171046,0.00003836989,0.000007999286],"genre_scores_gemma":[0.9864534,0.0008635256,0.00006455044,0.001490659,0.0003133382,0.000108209,0.01062389,0.00004896645,0.00003341493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06188548,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660807077577309,"score_gpt":0.3127598853611485,"score_spread":0.2861518145853754,"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."}}