{"id":"W3137233126","doi":"10.1186/s12955-021-01731-x","title":"The performance of the EQ-5D-3L in screening for anxiety and depressive symptoms in hospital and community settings","year":2021,"lang":"en","type":"article","venue":"Health and Quality of Life Outcomes","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Anxiety; Medicine; Depression (economics); Prospective cohort study; Depressive symptoms; Receiver operating characteristic; Quality of life (healthcare); Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004475222,0.0004076203,0.0004454056,0.00137552,0.0003234723,0.001193756,0.0007249677,0.0006494208,0.0007786928],"category_scores_gemma":[0.008971008,0.0001911905,0.0006542145,0.001026429,0.000439378,0.0003862613,0.0006958466,0.0004456569,0.0001990153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160383,"about_ca_system_score_gemma":0.0007181342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03147387,"about_ca_topic_score_gemma":0.04832211,"domain_scores_codex":[0.9978715,0.0008434918,0.000160204,0.000225904,0.0006567204,0.0002421099],"domain_scores_gemma":[0.9963344,0.001277271,0.001306927,0.0001530039,0.0005968905,0.0003313834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000142566,0.00004417861,0.9972855,0.00001990141,0.0000832699,0.00001513608,0.00003835194,0.0001207917,0.0000693429,0.000009182582,0.00007767881,0.002094113],"study_design_scores_gemma":[0.00001031386,0.0001210008,0.9992474,0.000009126506,0.00001991723,0.00003806009,0.00006493451,0.000392373,0.00003182026,0.0000129826,0.00004820441,0.000003834201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977171,0.0005941988,0.0001943288,0.0000675299,0.000007477726,0.00002868759,0.0006788145,0.000008679413,0.0007031423],"genre_scores_gemma":[0.9990355,0.00008529089,0.0002262903,0.0000307264,0.000004451797,0.00001144172,0.0005497449,0.00000119819,0.00005551668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03147387,"threshold_uncertainty_score":0.06258136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2901182266026786,"score_gpt":0.4139470141354994,"score_spread":0.1238287875328208,"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."}}