{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004286308,0.0002285019,0.0004090888,0.00008489468,0.0001806037,0.00000944378,0.0001416874,0.00006929008,0.00009291469],"category_scores_gemma":[0.00009308159,0.00009104502,0.00004216564,0.0002275547,0.0001506738,0.0001049929,0.00003548445,0.0001414475,0.000006622203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602001,"about_ca_system_score_gemma":0.0001858303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945639,"about_ca_topic_score_gemma":0.002939976,"domain_scores_codex":[0.9982175,0.0000643924,0.0003377853,0.0003525528,0.0006366835,0.0003910761],"domain_scores_gemma":[0.9986006,0.0003328872,0.0001919891,0.0003095065,0.0004154717,0.0001495398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001873601,0.00005878388,0.9749374,0.0002815654,0.00009067555,0.000002671551,0.0003830362,0.000002424742,0.0003130165,0.0002770875,0.0009619727,0.02081774],"study_design_scores_gemma":[0.01146583,0.00135982,0.9716036,0.005696866,0.0001534934,8.064762e-7,0.0007441878,0.0001918165,0.0009222176,0.00001452231,0.007682258,0.0001645947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857302,0.001472517,0.0009311638,0.005783422,0.000545514,0.001675692,0.00003626116,0.00004852629,0.003776704],"genre_scores_gemma":[0.9958096,0.0003706531,0.00005986465,0.0004355199,0.0003279456,0.0008413176,0.00003105513,0.00003454655,0.002089454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065315,"threshold_uncertainty_score":0.3712708,"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."}}