{"id":"W4361007028","doi":"10.1002/cam4.5837","title":"Prevalence, severity, and predictors of symptom burden among adolescents and young adults with cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; St. Michael's Hospital; Sunnybrook Health Science Centre; Hospital for Sick Children; Cancer Care Ontario; Princess Margaret Cancer Centre; Institute for Work & Health; Health Sciences Centre; Occupational Cancer Research Centre; Canadian Cancer Society; University of Toronto; Public Health Ontario; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; Terry Fox Research Institute; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Confidence interval; Odds ratio; Anxiety; Depression (economics); Young adult; Quality of life (healthcare); Logistic regression; Population; Pediatrics; Internal medicine; Demography; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697782,0.0001356192,0.0001778957,0.0006679651,0.0004423553,0.0005516767,0.0003102391,0.0002152175,0.001118701],"category_scores_gemma":[0.001882256,0.0001547342,0.0003091095,0.0009042809,0.0002166545,0.0002365971,0.0004531874,0.0003482326,0.00009223123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702048,"about_ca_system_score_gemma":0.001650415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4183571,"about_ca_topic_score_gemma":0.556981,"domain_scores_codex":[0.9997823,0.00002748627,0.00002608542,0.00003407633,0.00006780895,0.00006230325],"domain_scores_gemma":[0.9989938,0.00008745512,0.0004425246,0.00003096356,0.0002136328,0.0002315473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007544125,0.000003893807,0.9994645,0.000004130265,0.000005694007,0.000006445968,0.00004305929,0.000008757107,0.00001262866,0.000003390993,0.00009732096,0.0003427116],"study_design_scores_gemma":[0.000001307997,0.00000792064,0.9996177,0.000008308893,0.000005187938,0.00002272991,0.0001738373,0.00004572756,0.000005409429,0.000003810374,0.0001073161,6.301893e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974022,0.0003286939,0.00002666875,0.0000948482,0.000004429641,0.00001656775,0.00167995,0.00000261084,0.0004441566],"genre_scores_gemma":[0.9985606,0.0001784057,0.00004586424,0.00002142136,0.000004128089,0.00001213489,0.00106386,8.578371e-7,0.000112785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4183571,"threshold_uncertainty_score":0.8318439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354086382587654,"score_gpt":0.2897900924676503,"score_spread":0.2762492286417738,"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."}}