{"id":"W3139505128","doi":"10.1089/jayao.2020.0224","title":"Associations Among Health Behaviors and Psychosocial Outcomes in Adolescent and Young Adult Cancer Survivors","year":2021,"lang":"en","type":"article","venue":"Journal of Adolescent and Young Adult Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosocial; Medicine; Young adult; Survivorship curve; Gerontology; Cancer survivor; Clinical psychology; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009437833,0.0002868419,0.001302299,0.0002536034,0.0001807779,0.00005328836,0.00008801044,0.0002862607,0.00001740409],"category_scores_gemma":[0.0004358787,0.0002652016,0.0001630062,0.0002531203,0.0002143426,0.000187707,0.00007962585,0.001001967,6.808694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007171261,"about_ca_system_score_gemma":0.0008736905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009692203,"about_ca_topic_score_gemma":0.1920967,"domain_scores_codex":[0.9968438,0.0004768464,0.00127828,0.0003759504,0.0005495678,0.000475531],"domain_scores_gemma":[0.9975775,0.0001142821,0.0009850707,0.0001565046,0.0006706526,0.0004959775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002572899,0.001028232,0.9818453,0.0002541637,0.0001472747,0.0001496252,0.007947921,8.822675e-7,0.0001057631,0.00006306724,0.002132675,0.006067819],"study_design_scores_gemma":[0.006012882,0.0005963306,0.9856845,0.001230261,0.0002125674,0.0004270188,0.005205198,0.00001456012,0.00003638535,0.00005106341,0.0003039317,0.0002253632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553081,0.003850692,0.00002863814,0.03847204,0.001841952,0.0003458016,0.00005416569,0.00001699924,0.00008160851],"genre_scores_gemma":[0.9800798,0.01397868,0.0003007987,0.004807027,0.0005945246,0.000007832183,0.00001460115,0.00003315165,0.0001835261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824045,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383633963871022,"score_gpt":0.378113618694071,"score_spread":0.3442772790553608,"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."}}