{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004001593,0.0003037254,0.0007401827,0.0002302294,0.00007718752,0.000008182165,0.0001313444,0.000123849,0.00016863],"category_scores_gemma":[0.0001336957,0.0002285169,0.00003728124,0.0006000011,0.0009051561,0.000136549,0.0001164292,0.000289641,0.000001854415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009791688,"about_ca_system_score_gemma":0.0002109613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00916838,"about_ca_topic_score_gemma":0.001707745,"domain_scores_codex":[0.997624,0.00006281382,0.0004947248,0.0005776979,0.00084092,0.0003998105],"domain_scores_gemma":[0.9986384,0.00007566536,0.0002532497,0.0003837462,0.0002219716,0.000426995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000583279,0.00002693813,0.9733192,0.005456327,0.000205635,0.00002746577,0.01122019,0.000005557716,0.0002262099,0.000005421361,0.004472283,0.004451523],"study_design_scores_gemma":[0.005485748,0.0005247276,0.9702028,0.01994025,0.0004918557,0.00003247792,0.001937691,0.0002426775,0.0001917691,0.00001331939,0.0007146164,0.0002220665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848843,0.009575851,0.000007800605,0.003409401,0.0006507038,0.0008449644,0.00009951819,0.0001570412,0.0003704223],"genre_scores_gemma":[0.9811194,0.01570352,0.00001960021,0.0004905785,0.001255382,0.0001289316,0.00002392898,0.0000530691,0.001205601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448393,"threshold_uncertainty_score":0.9974297,"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."}}