{"id":"W4388539801","doi":"10.1093/jncics/pkad049","title":"Symptom severity and trajectories among adolescent and young adult patients with cancer","year":2023,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; University of Calgary; Alberta Health Services","funders":"Alberta Cancer Foundation","keywords":"Medicine; Young adult; Logistic regression; Anxiety; Cancer; Pediatrics; Odds ratio; Disease; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003711417,0.0001381343,0.0002215446,0.0005331351,0.0002668516,0.0004459556,0.0001528262,0.0002029473,0.0007915708],"category_scores_gemma":[0.001978887,0.0001063263,0.0002929047,0.0006171577,0.0001286319,0.0003313857,0.0003838973,0.0003639258,0.00009812484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366946,"about_ca_system_score_gemma":0.0003849561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140978,"about_ca_topic_score_gemma":0.01691652,"domain_scores_codex":[0.9998279,0.00003564533,0.00002697402,0.0000257958,0.00004324309,0.00004042721],"domain_scores_gemma":[0.9990385,0.00009854499,0.0005340971,0.00001751207,0.0001079862,0.000203358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001793739,0.00001156689,0.9989452,0.000005056831,0.000008565932,0.00002333528,0.00009787365,0.00001919396,0.00003444622,0.00000603967,0.00005511965,0.0007757114],"study_design_scores_gemma":[0.000001761005,0.00003693348,0.9993941,0.000007960552,0.000005137778,0.00009644875,0.0002541278,0.00007657336,0.00001257446,0.000009677698,0.0001036128,0.000001173393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992234,0.0001936345,0.00002514047,0.00005466213,0.000002787153,0.000007213925,0.000288569,0.000001219455,0.0002034733],"genre_scores_gemma":[0.9991485,0.0001855234,0.00006445513,0.00002675215,0.000004106278,0.000007999977,0.0004905497,7.100776e-7,0.00007147888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140978,"threshold_uncertainty_score":0.02268678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059391124570082,"score_gpt":0.2701347732815524,"score_spread":0.2595408620358516,"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."}}