{"id":"W4415602614","doi":"10.1007/s11764-025-01910-5","title":"Perspectives of Canadian adolescent and young adult (AYA) cancer survivors in designing a regional AYA survivorship program","year":2025,"lang":"en","type":"article","venue":"Journal of Cancer Survivorship","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Hamilton Health Sciences; University of Toronto; Canada Research Chairs; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Survivorship curve; Young adult; Cancer survivorship; Public health; Health informatics; Cancer; Mental health","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":[0.002992802,0.0002638801,0.0002319846,0.0007055851,0.01553416,0.003283982,0.001679279,0.001162765,0.0040028],"category_scores_gemma":[0.004946293,0.0002139371,0.0003486632,0.001242429,0.001977039,0.0009568298,0.002398122,0.001897829,0.0002915076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04144873,"about_ca_system_score_gemma":0.1611484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588934,"about_ca_topic_score_gemma":0.9881045,"domain_scores_codex":[0.9971849,0.000702709,0.00006761448,0.0001073326,0.0005617642,0.001375604],"domain_scores_gemma":[0.9930737,0.0003631341,0.0002403606,0.0000349635,0.001590004,0.004697859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002381962,0.0009966992,0.3780821,0.001296906,0.0000798754,0.005323712,0.3379488,0.0009097919,0.004636641,0.009311465,0.09394618,0.1672297],"study_design_scores_gemma":[0.00003868918,0.0003800669,0.1368976,0.0008391629,0.00007813716,0.0007748763,0.6678495,0.0005272063,0.0006667927,0.0004639916,0.1913822,0.0001016957],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078096,0.002200686,0.0005854266,0.05585788,0.0004279701,0.0005170552,0.0005177917,0.00003205327,0.03205159],"genre_scores_gemma":[0.9730055,0.004346327,0.00354355,0.01001986,0.00008951844,0.0002606578,0.0003049387,0.00002277238,0.008406946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04144873,"threshold_uncertainty_score":0.300733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955780728261876,"score_gpt":0.3472079527158777,"score_spread":0.307650145433259,"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."}}