{"id":"W2804308008","doi":"10.1002/pon.4775","title":"Quality of life and psychological distress are differentially associated with distinct symptom‐functional states in terminally ill cancer patients' last year of life","year":2018,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology; National Health Research Institutes; Chang Gung Memorial Hospital","keywords":"Anxiety; Quality of life (healthcare); Distress; Depression (economics); Medicine; Depressive symptoms; Cancer; Clinical psychology; Psychological distress; Hospital Anxiety and Depression Scale; Psychiatry; Psychology; Internal medicine","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":[0.0009982436,0.0003148717,0.0003718447,0.0005325114,0.0003073566,0.0006417111,0.0001953369,0.0003641116,0.001012921],"category_scores_gemma":[0.004704006,0.0001745625,0.0008786684,0.0006199746,0.0003910527,0.0003460716,0.0007795967,0.0005449477,0.00007774519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186797,"about_ca_system_score_gemma":0.0002605919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843151,"about_ca_topic_score_gemma":0.003109028,"domain_scores_codex":[0.9993445,0.0002796699,0.00006906351,0.00009482234,0.0001020373,0.0001097406],"domain_scores_gemma":[0.9974669,0.0008061736,0.001114762,0.00015417,0.0001391374,0.0003188899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001840119,0.00002844993,0.9968888,0.0000112884,0.0001208769,0.00002290014,0.0001226532,0.0002751054,0.0003782574,0.00001759197,0.00002433447,0.001925637],"study_design_scores_gemma":[0.000002870443,0.00007850858,0.9991301,0.000002968757,0.00002444001,0.00003459657,0.00006818999,0.0005638335,0.00004356209,0.00002776506,0.00001989395,0.0000032636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996019,0.00008352718,0.0001240566,0.00002213539,0.000001432233,0.000004340809,0.00007087744,0.000002035876,0.00008975484],"genre_scores_gemma":[0.9997954,0.000016314,0.00006666414,0.000005813892,0.000001336225,0.000003089352,0.00009261102,4.012718e-7,0.00001848134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001843151,"threshold_uncertainty_score":0.005279303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697020981363558,"score_gpt":0.3452775777470773,"score_spread":0.3083073679334417,"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."}}