{"id":"W3087119131","doi":"10.1089/jayao.2020.0097","title":"Adolescent and Young Adult Perspectives on Challenges and Improvements to Cancer Survivorship Care: How Are We Doing?","year":2020,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Survivorship curve; Medicine; Cancer survivorship; Young adult; Family medicine; Cancer survivor; Gerontology; Cancer; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003903753,0.0004066019,0.001068385,0.0002115236,0.0001381402,0.00006467944,0.0001531185,0.0002381416,0.000008198163],"category_scores_gemma":[0.0003615323,0.0003422796,0.0001397594,0.0001373634,0.0001794071,0.0001627303,0.0001390243,0.0008922882,0.000001789132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00042129,"about_ca_system_score_gemma":0.000227767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003603384,"about_ca_topic_score_gemma":0.004955105,"domain_scores_codex":[0.99743,0.0002694308,0.0006111114,0.0006083477,0.0006227134,0.0004583656],"domain_scores_gemma":[0.9973229,0.00008445983,0.0006452242,0.0001938792,0.0008652719,0.0008883088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01107201,0.001488042,0.5813237,0.005726748,0.0008459584,0.0005914781,0.2763079,0.000004711892,0.00272863,0.000463754,0.008081134,0.111366],"study_design_scores_gemma":[0.01346718,0.009252116,0.7258939,0.006156844,0.000546977,0.0005072069,0.2344142,0.00003380128,0.0007568517,0.00003290092,0.008280043,0.0006580128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704059,0.0392295,0.00004241223,0.1886391,0.0008867789,0.0005503133,0.00002503769,0.00002949059,0.0001914802],"genre_scores_gemma":[0.9122124,0.07767267,0.0002843592,0.007968078,0.001754294,0.00001043799,0.000001901069,0.00004554715,0.00005027983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180671,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444889253145619,"score_gpt":0.3277531752606228,"score_spread":0.2832642499460609,"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."}}