{"id":"W4406377309","doi":"10.18231/j.agems.2024.014","title":"Transforming cancer care: The vital role of palliative support","year":2025,"lang":"en","type":"article","venue":"Annals of Geriatric Education and Medical Sciences","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Multidisciplinary approach; Quality of life (healthcare); Scale (ratio); Nursing; Cancer; Health care; Curative care; Family medicine; Ambulatory care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005358241,0.0003853648,0.000521191,0.0008735916,0.003572299,0.009256807,0.001265339,0.002721053,0.004097362],"category_scores_gemma":[0.01287699,0.0002138504,0.0005374649,0.00112489,0.005094332,0.005230442,0.01006319,0.007671782,0.001256225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215442,"about_ca_system_score_gemma":0.01293734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441891,"about_ca_topic_score_gemma":0.002557865,"domain_scores_codex":[0.9933883,0.004536444,0.000220968,0.0002446664,0.001055745,0.0005538561],"domain_scores_gemma":[0.9881848,0.004274847,0.0007360774,0.0005256171,0.001173849,0.00510478],"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":[0.00008046487,0.0003618096,0.008836258,0.003502605,0.000123357,0.001660442,0.02776742,0.00069082,0.001569165,0.07232825,0.1600041,0.7230753],"study_design_scores_gemma":[0.00004909666,0.0004312712,0.008736374,0.006666047,0.00005551048,0.002750376,0.03386158,0.0004260406,0.0004256433,0.06742138,0.8790842,0.0000925034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0357517,0.1103766,0.01164577,0.7179422,0.008629539,0.0003506668,0.000168977,0.000380515,0.1147539],"genre_scores_gemma":[0.6755165,0.1683296,0.03425026,0.1020853,0.007631512,0.0005686058,0.0002817679,0.0001520767,0.01118445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009256807,"threshold_uncertainty_score":0.02833736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051825665763802,"score_gpt":0.4880485140833589,"score_spread":0.3828659475069788,"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."}}