{"id":"W2341697917","doi":"10.1177/0269216315620082","title":"The Edmonton Symptom Assessment System: Poor performance as screener for major depression in patients with incurable cancer","year":2016,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Rating scale; Anxiety; Cancer; Receiver operating characteristic; Patient Health Questionnaire; Physical therapy; Psychiatry; Depressive symptoms; Internal medicine; Psychology","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":[0.003482239,0.0003511651,0.0003815313,0.0007530363,0.0002368594,0.0005352346,0.0003441192,0.0004064508,0.001185881],"category_scores_gemma":[0.008030483,0.0001736173,0.000384341,0.0006225176,0.0002360244,0.0004334843,0.0005273987,0.0003497317,0.0002584133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362356,"about_ca_system_score_gemma":0.0004708888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069579,"about_ca_topic_score_gemma":0.00811892,"domain_scores_codex":[0.9986401,0.0007002285,0.0001219554,0.0001486922,0.0002821785,0.0001068739],"domain_scores_gemma":[0.9963433,0.001232388,0.001372147,0.0001644948,0.0004728569,0.0004147314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009568243,0.00001615155,0.9959834,0.00001467013,0.00002995122,0.00001808297,0.00003319509,0.00005664754,0.00009312242,0.00001242457,0.0002123145,0.003434455],"study_design_scores_gemma":[0.00001221179,0.0001562479,0.9988222,0.00001574559,0.00002185175,0.0001141497,0.00002966432,0.0005560328,0.00005595797,0.00002589241,0.0001866449,0.000003436214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967174,0.001071811,0.0002694909,0.0002038506,0.00002805638,0.00003793763,0.0003373945,0.00001047369,0.001323508],"genre_scores_gemma":[0.9985641,0.0001889625,0.0004322306,0.00005504184,0.00001860906,0.0000198668,0.0004588663,0.000001476236,0.0002609894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004069579,"threshold_uncertainty_score":0.01841605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275828629795197,"score_gpt":0.3009177895266537,"score_spread":0.2881595032287017,"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."}}