{"id":"W4416076547","doi":"10.5737/23688076355642","title":"Improving quality of life and ensuring equitable access in oncology care","year":2025,"lang":"","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Quality of life (healthcare); Palliative care; Survivorship curve; Underpinning; Quality (philosophy); Health care; Cancer survivorship","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":[0.009594279,0.000231391,0.0005331831,0.001669287,0.002856618,0.00548184,0.0009111327,0.00157668,0.003883296],"category_scores_gemma":[0.02088945,0.0001264814,0.0004103729,0.002463015,0.007818462,0.004105737,0.007854116,0.002409996,0.0001999034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009778108,"about_ca_system_score_gemma":0.02357955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02262405,"about_ca_topic_score_gemma":0.04140874,"domain_scores_codex":[0.9889776,0.006345154,0.0004556099,0.0003569585,0.002765878,0.001098746],"domain_scores_gemma":[0.9912669,0.004291723,0.001083739,0.0003342575,0.001450588,0.001572757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006627299,0.0001432794,0.009526456,0.006550082,0.0001487709,0.0006815923,0.02816293,0.00095276,0.0004527948,0.2287009,0.03793312,0.6866812],"study_design_scores_gemma":[0.00005967338,0.0003127866,0.04174965,0.02611087,0.0001159936,0.00173051,0.04332261,0.0004122725,0.0004609498,0.1695995,0.7160254,0.00009970707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06733242,0.3950099,0.01207696,0.3462505,0.002562391,0.0002964985,0.0002187254,0.00007488752,0.1761777],"genre_scores_gemma":[0.7223947,0.2349601,0.009305585,0.0261377,0.00168286,0.0003096262,0.000144336,0.00004315598,0.005021852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02262405,"threshold_uncertainty_score":0.0709455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764313203740221,"score_gpt":0.4016755285251308,"score_spread":0.3540323964877286,"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."}}