{"id":"W3027226215","doi":"10.1002/cam4.3138","title":"Treatment patterns and outcomes in adolescents and young adults with Hodgkin lymphoma in pediatric versus adult centers: An IMPACT Cohort Study","year":2020,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; Pediatric Oncology Group; University of Toronto","funders":"Canadian Institutes of Health Research; Pediatric Oncology Group of Ontario; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Medicine; Young adult; Cohort; Hodgkin lymphoma; Pediatrics; Population; Pediatric cancer; Cancer; Late effect; Lymphoma; 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":[0.0001861327,0.0004044426,0.001034931,0.0002206148,0.00003345627,0.00001431244,0.00009552515,0.0000733513,0.00003129597],"category_scores_gemma":[0.0001263858,0.0002738636,0.00003691019,0.0003708472,0.00009149491,0.0001455603,0.00004437439,0.0001724203,0.000001123762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395298,"about_ca_system_score_gemma":0.0001805363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05679718,"about_ca_topic_score_gemma":0.06514022,"domain_scores_codex":[0.9976456,0.000142018,0.0005260981,0.0007390348,0.0005500825,0.0003971313],"domain_scores_gemma":[0.9988196,0.00005750796,0.0001522414,0.000317557,0.00007269799,0.000580358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006520769,0.0008047004,0.9590268,0.000347869,0.0001560618,0.0003022058,0.0272081,0.000002474431,0.000003192302,3.922679e-7,0.00002704069,0.005600356],"study_design_scores_gemma":[0.06369105,0.01059583,0.9133802,0.0008836518,0.0003572215,0.00001773307,0.01070727,0.0001277129,0.00000513446,4.321859e-7,0.000005548878,0.0002282314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926317,0.001269048,0.00000429817,0.003808525,0.0002719402,0.001895454,0.00004092401,0.00004898162,0.00002917031],"genre_scores_gemma":[0.9959024,0.002169883,0.0000110314,0.001133612,0.0005534989,0.0001443577,0.00003310431,0.00004513415,0.000006961671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05717028,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962059063279159,"score_gpt":0.3401290742333993,"score_spread":0.3105084836006077,"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."}}