{"id":"W4307968977","doi":"10.1093/jncics/pkac077","title":"Psychiatric Disorder Incidence Among Adolescents and Young Adults Aged 15-39 With Cancer: Population-Based Cohort","year":2022,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital; Alberta Health Services; Stollery Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Anxiety; Psychiatry; Cohort; Cancer; Population; Incidence (geometry); Major depressive disorder; Stressor; Pediatrics; Internal medicine; Mood","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000381714,0.0004044964,0.0006443032,0.0002724227,0.0005705771,0.00004999362,0.0002576295,0.00008322003,0.001017869],"category_scores_gemma":[0.00003802537,0.0003906175,0.000121132,0.0009700605,0.0001187431,0.0001821288,0.0001269205,0.0007426523,0.000004144424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009682309,"about_ca_system_score_gemma":0.0007219951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1731311,"about_ca_topic_score_gemma":0.1550421,"domain_scores_codex":[0.9963917,0.0001664551,0.0005667948,0.0009048817,0.00135897,0.000611274],"domain_scores_gemma":[0.9984893,0.00004511772,0.0004204724,0.0006389008,0.00007347741,0.0003327384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001344594,0.0002140148,0.9942126,0.0003713596,0.0001216855,0.00003090804,0.0008468896,0.000701077,0.000007288655,0.00001715233,0.001252502,0.0008799207],"study_design_scores_gemma":[0.00465547,0.0004604949,0.9914721,0.0005703405,0.000282328,0.00002911872,0.0004082827,0.001051759,0.00003370479,0.00004900262,0.0004893931,0.0004979652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873684,0.004208821,0.000124144,0.004912083,0.001334575,0.001514386,0.000159017,0.0002034571,0.0001750884],"genre_scores_gemma":[0.9947714,0.0003980489,0.0001605233,0.00271459,0.0006581008,0.0007381547,0.00009812349,0.00009796464,0.0003631322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808898,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006854847385440135,"score_gpt":0.2671490752346967,"score_spread":0.2602942278492566,"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."}}