{"id":"W4412820066","doi":"10.1002/cam4.71096","title":"Patient‐Reported Symptoms and Mental Health Event Risks in Adolescents and Young Adults With Cancer","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Ontario Institute for Cancer Research; Centre for Addiction and Mental Health; Sunnybrook Hospital; Health Sciences Centre; Occupational Cancer Research Centre; Public Health Ontario; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Terry Fox Research Institute; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Hazard ratio; Anxiety; Depression (economics); Cancer; Mental health; Confidence interval; Psychological intervention; Young adult; Emergency department; Adverse effect; Psychiatry; Internal medicine; Pediatrics","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":[0.0003914015,0.0001121407,0.0001996176,0.0004500135,0.0003316278,0.0005460787,0.0002358788,0.0002519618,0.001886446],"category_scores_gemma":[0.002222537,0.0001332582,0.0003963208,0.0008554033,0.0001834932,0.0003047339,0.0004136267,0.0004922847,0.0001056171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871167,"about_ca_system_score_gemma":0.000741849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06306018,"about_ca_topic_score_gemma":0.09561961,"domain_scores_codex":[0.9997647,0.00004651181,0.00002978511,0.0000375307,0.00006641658,0.00005507656],"domain_scores_gemma":[0.9988046,0.0001340375,0.0006582428,0.00002849121,0.0001335925,0.0002411621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001069146,0.000007315508,0.9991648,0.000008498837,0.00001448233,0.000008751761,0.00003527841,0.000008646138,0.000008395907,0.000006178739,0.00010448,0.0006224991],"study_design_scores_gemma":[0.000001939308,0.00001204244,0.999653,0.00001272073,0.000008504027,0.00002877441,0.0001047823,0.00003212902,0.000005693664,0.000007811671,0.0001319641,7.403624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956341,0.001022332,0.00004097179,0.0003252848,0.00001307994,0.00002129297,0.001978499,0.000004114448,0.0009603446],"genre_scores_gemma":[0.9984269,0.000498407,0.00004050651,0.00006456368,0.00001111841,0.00001402445,0.0008076316,8.715336e-7,0.0001360215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06306018,"threshold_uncertainty_score":0.1253862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965349735582169,"score_gpt":0.351464814618939,"score_spread":0.3318113172631173,"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."}}