{"id":"W4406071307","doi":"10.1016/s2468-2667(24)00268-8","title":"Overall and late mortality among 24 459 survivors of adolescent and young adult cancer in Alberta, Canada: a population-based cohort study","year":2025,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Population; Cohort; Demography; Cohort study; Cancer; Mortality rate; Equating; Absolute risk reduction; Young adult; Survivorship curve; Excess mortality; Pediatrics; Gerontology; Internal medicine; Environmental health; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002353861,0.0001905297,0.0008950965,0.000114004,0.0001094427,0.00002770243,0.0001406356,0.00005642265,0.00001655233],"category_scores_gemma":[0.0003609644,0.000149406,0.00003048991,0.0003811507,0.00008550936,0.00007718161,0.00006446325,0.0003516531,1.02598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005745686,"about_ca_system_score_gemma":0.002742152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979232,"about_ca_topic_score_gemma":0.9993004,"domain_scores_codex":[0.9973731,0.0005594475,0.0007010333,0.0003875116,0.0005130978,0.0004657894],"domain_scores_gemma":[0.9986061,0.0002192135,0.0002695552,0.0005506108,0.0001276338,0.0002269234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007022304,0.0001897502,0.9952067,0.0007085113,0.0001180437,0.000002200676,0.001720705,0.00003138937,4.191349e-7,0.000289676,0.001149301,0.000513089],"study_design_scores_gemma":[0.002266446,0.00006226937,0.9953817,0.0004118222,0.0000404596,8.398965e-7,0.0004502808,0.001040156,0.000001271271,0.00004465702,0.000186442,0.0001136397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317555,0.0004275215,0.00001033941,0.06567694,0.0003057907,0.001497914,0.00006590373,0.00002284432,0.000237205],"genre_scores_gemma":[0.9884369,0.0002364436,0.00001276886,0.01089576,0.00009934608,0.00007618617,0.00003565994,0.00001521326,0.0001917305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05668135,"threshold_uncertainty_score":0.6092601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606734329487828,"score_gpt":0.3359334135179048,"score_spread":0.2998660702230266,"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."}}