{"id":"W3154163757","doi":"10.1089/jayao.2020.0196","title":"Clinical and Demographic Factors Associated with Distress in Adolescent and Young Adults with Cancer","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; Impact","funders":"","keywords":"Medicine; Worry; Distress; Young adult; Clinical psychology; Logistic regression; Cancer; Gerontology; Psychiatry; Anxiety; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005882868,0.000175131,0.0002473128,0.0006516821,0.0004513502,0.0005214678,0.0001929891,0.0003059367,0.001175085],"category_scores_gemma":[0.004777376,0.0001528018,0.0002886161,0.0008632808,0.0003229666,0.0003342145,0.0004518043,0.0006669705,0.0001011431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804012,"about_ca_system_score_gemma":0.0005860458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378757,"about_ca_topic_score_gemma":0.02927922,"domain_scores_codex":[0.9995255,0.0001377738,0.00007774525,0.0000591875,0.0001184937,0.00008134954],"domain_scores_gemma":[0.9968511,0.000541726,0.001622515,0.00006058576,0.0003497019,0.0005742217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009918798,0.00001310161,0.9993444,0.00000377386,0.00000497483,0.00001587838,0.00007899283,0.000005586927,0.00002183542,0.00000303738,0.00002678699,0.0004717321],"study_design_scores_gemma":[7.064222e-7,0.00002452356,0.9994574,0.000003891144,0.000003437301,0.00006824154,0.0003579539,0.00002689161,0.00001050856,0.000004134299,0.00004161064,8.049136e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993991,0.0001520755,0.00002186458,0.00005838734,0.000003833898,0.00001039373,0.0001319043,9.00863e-7,0.0002216232],"genre_scores_gemma":[0.9995779,0.00009616962,0.00005649914,0.000021791,0.000004034407,0.000009315591,0.0001812183,4.436437e-7,0.000052546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378757,"threshold_uncertainty_score":0.02741462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467005142246275,"score_gpt":0.3455219102482149,"score_spread":0.3108518588257522,"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."}}