{"id":"W4413428388","doi":"10.3390/curroncol32090475","title":"Factors Associated with Quality of Life (QoL) in Adolescents and Young Adults with Cancer","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Princess Margaret Cancer Centre; Royal Roads University; University Health Network; Canadian Cancer Society; Beatrice Hunter Cancer Research Institute; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Quality of life (healthcare); Cancer; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005845627,0.0001540834,0.0002754395,0.0005988833,0.0005180308,0.0007266485,0.0001930811,0.0002625603,0.0009163971],"category_scores_gemma":[0.00309076,0.0001523401,0.0004873236,0.000876352,0.0002878738,0.0003034238,0.0004929655,0.0006271597,0.00007315382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008492266,"about_ca_system_score_gemma":0.0009880502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0673587,"about_ca_topic_score_gemma":0.1094847,"domain_scores_codex":[0.9995721,0.00009800235,0.00005717118,0.00004699828,0.0001248445,0.0001008045],"domain_scores_gemma":[0.9986655,0.0001829416,0.0005754874,0.00003116222,0.0002133493,0.0003316301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006875961,0.00001216078,0.9990265,0.00000594387,0.00001359558,0.0000148808,0.00009036208,0.000006616698,0.00001394004,0.000006263338,0.00004814809,0.0007546323],"study_design_scores_gemma":[0.000001014201,0.0000168765,0.9994519,0.000007787743,0.000006862193,0.00003715343,0.0003389334,0.00002965312,0.000007315057,0.000006337383,0.00009503352,9.080025e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988594,0.0004523642,0.00002107461,0.0001085704,0.000005612213,0.000009957628,0.0002297691,9.325177e-7,0.0003123137],"genre_scores_gemma":[0.9993356,0.0002429475,0.00004579058,0.00004581775,0.000004019329,0.000007528183,0.0002441795,5.669273e-7,0.00007352716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0673587,"threshold_uncertainty_score":0.1339332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285860146416583,"score_gpt":0.5152242902859657,"score_spread":0.1866382756443075,"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."}}