{"id":"W4414947591","doi":"10.3390/curroncol32100564","title":"Supporting Employment After Cancer: A Mixed-Methods Evaluation of a Vocational Integration Programme for Childhood, Adolescent, and Young Adult Cancer Survivors","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Vocational education; Workforce; Multidisciplinary approach; Psychological intervention; Quality of life (healthcare); Mental health; Young adult; Social support","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008321202,0.001322639,0.001789238,0.001656416,0.001717387,0.001305946,0.001214792,0.001389069,0.00378608],"category_scores_gemma":[0.005446143,0.0006964211,0.002129794,0.001061684,0.0006550745,0.0008142258,0.001169512,0.0008547336,0.0003570836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164181,"about_ca_system_score_gemma":0.005122064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005611441,"about_ca_topic_score_gemma":0.01121653,"domain_scores_codex":[0.9941658,0.003848905,0.0005971544,0.0003747829,0.0005576027,0.0004557496],"domain_scores_gemma":[0.997624,0.001143995,0.0003032756,0.0001776511,0.0003350331,0.0004160907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0836658,0.3043988,0.02526554,0.009759076,0.002841512,0.0006797849,0.01493596,0.00186178,0.006991805,0.0005105922,0.0008739739,0.5482154],"study_design_scores_gemma":[0.1056476,0.7677727,0.09698068,0.001671688,0.003495396,0.0002213499,0.01291407,0.002307893,0.003286557,0.0005438721,0.004954329,0.0002039651],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727877,0.0007685251,0.0009691137,0.0001131186,0.00006480718,0.02432383,0.0002930957,0.00002854546,0.0006512122],"genre_scores_gemma":[0.8995371,0.002735712,0.01539503,0.0005576051,0.0001907919,0.07950489,0.0004306848,0.00001941561,0.001628712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008321202,"threshold_uncertainty_score":0.04400724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033046480274604,"score_gpt":0.5169000387346023,"score_spread":0.4135953907071419,"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."}}