{"id":"W4386046616","doi":"10.1017/s1478951523001220","title":"The validity of the Edmonton Symptom Assessment System–Depression item for screening for depression in individuals with cancer pain: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University; Mahidol University","keywords":"Major depressive disorder; Medicine; Depression (economics); Receiver operating characteristic; Patient Health Questionnaire; Confidence interval; Cancer; Quality of life (healthcare); Mini-international neuropsychiatric interview; Psychiatry; Clinical psychology; Internal medicine; Physical therapy; Depressive symptoms; Anxiety","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":[0.00165847,0.0002463797,0.0004266505,0.00009274451,0.0004914078,0.0000546038,0.0002247339,0.0001088046,0.00001183909],"category_scores_gemma":[0.0004164545,0.0001320361,0.0002342746,0.0004820409,0.0001053759,0.00008393736,0.0001294693,0.0002442004,3.353407e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513719,"about_ca_system_score_gemma":0.0003955159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007664326,"about_ca_topic_score_gemma":0.005622795,"domain_scores_codex":[0.9973777,0.0003718785,0.0005385096,0.0005161181,0.0008030133,0.0003927639],"domain_scores_gemma":[0.9962277,0.001699676,0.0004754652,0.0003641772,0.001148729,0.00008429798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005389117,0.00007466243,0.9885741,0.0007993716,0.0001933166,0.000003214515,0.007950854,0.0001840253,0.000102096,0.00002399628,0.0002941894,0.001261224],"study_design_scores_gemma":[0.00299481,0.0006048436,0.9360993,0.001258182,0.0001433139,5.325866e-7,0.05623599,0.0006925172,0.00138157,0.00001425822,0.0004232202,0.0001514958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989662,0.0003837479,0.002861263,0.0001434845,0.0004126377,0.005270409,0.001081878,0.00006014824,0.0001244215],"genre_scores_gemma":[0.9939381,0.0000214766,0.00007452934,0.00005885085,0.0001784382,0.005240218,0.0002224485,0.00004144648,0.0002245237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05247487,"threshold_uncertainty_score":0.5384275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691046773124891,"score_gpt":0.402588065268732,"score_spread":0.3334833879562429,"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."}}