{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002233492,0.0001773722,0.0007107738,0.00009031184,0.00003359758,0.000005680377,0.00009560429,0.0002070811,0.0004673531],"category_scores_gemma":[0.0003810257,0.0001319266,0.00006773508,0.0002193787,0.0005371656,0.00003560988,0.00004252556,0.0002173095,0.000002423432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354807,"about_ca_system_score_gemma":0.000140037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006499104,"about_ca_topic_score_gemma":0.02634765,"domain_scores_codex":[0.9982715,0.0002279854,0.0005595841,0.0003693579,0.000324291,0.0002472748],"domain_scores_gemma":[0.9983262,0.0002764412,0.0004888867,0.0002017447,0.0005134423,0.0001932236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005002487,0.001845406,0.9873388,0.0001155542,0.0001422173,0.0000032928,0.001664024,6.996939e-7,0.0002708237,0.00002834023,0.0007896723,0.002798679],"study_design_scores_gemma":[0.0057762,0.002668867,0.9894873,0.0001628731,0.00005288826,0.00000124998,0.001204171,0.000007248315,0.00004020942,0.00005786369,0.000401955,0.0001391231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968515,0.0001184391,0.00006926071,0.0004780425,0.0005536271,0.0002573841,0.0004213147,0.00002009619,0.001230352],"genre_scores_gemma":[0.9990142,0.00006342341,0.00002430152,0.0004189221,0.0001784504,0.00005021174,0.0001612515,0.00001720813,0.00007205509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569774,"threshold_uncertainty_score":0.991419,"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."}}