{"id":"W3166977957","doi":"10.1200/jco.2021.39.15_suppl.10043","title":"Predicting decreased health-related quality of life (HRQL) in adult survivors of childhood cancer: A report from the Childhood Cancer Survivor Study (CCSS).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Alberta; University of Calgary","funders":"National Institutes of Health; American Lebanese Syrian Associated Charities","keywords":"Medicine; Logistic regression; Quality of life (healthcare); Demography; Confidence interval; Gerontology; Educational attainment; Childhood cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001487762,0.0002814329,0.0002931014,0.0006682634,0.0003169635,0.0004924667,0.0002694953,0.0003131292,0.001305818],"category_scores_gemma":[0.003216324,0.0002104628,0.0006389396,0.001417812,0.0001623612,0.0003601859,0.0006157474,0.0005607271,0.0002826532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867324,"about_ca_system_score_gemma":0.0005390034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01764205,"about_ca_topic_score_gemma":0.03009368,"domain_scores_codex":[0.9995771,0.0001146185,0.00007347132,0.0000666206,0.0001097651,0.00005840587],"domain_scores_gemma":[0.9982864,0.0002796747,0.0007347698,0.0001156608,0.0003282577,0.0002553128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001629313,0.00001505656,0.9988258,0.000008335489,0.00003632493,0.000006337322,0.00002348539,0.00002376207,0.00001372501,0.000002272217,0.000226204,0.0008023348],"study_design_scores_gemma":[0.000004861653,0.00002978578,0.9995242,0.000006502405,0.0000259823,0.00003558601,0.00006365467,0.00006471537,0.00001612793,0.00000364036,0.0002233391,0.000001630655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896045,0.0005593528,0.0001636306,0.0001804509,0.00001482101,0.00004634171,0.008762786,0.00001238401,0.0006556698],"genre_scores_gemma":[0.9911151,0.000416837,0.0001768753,0.00007284657,0.00001504949,0.00006473919,0.007846266,0.000003862782,0.0002884918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764205,"threshold_uncertainty_score":0.0350787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124502450740638,"score_gpt":0.4746957799865248,"score_spread":0.3501933292458868,"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."}}