{"id":"W4226432915","doi":"10.1097/meg.0000000000002301","title":"Anxiety in cirrhosis: a prospective study on prevalence and development of a practical screening nomogram","year":2021,"lang":"en","type":"article","venue":"European Journal of Gastroenterology & Hepatology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Anxiety; Cirrhosis; Hospital Anxiety and Depression Scale; Nomogram; Quality of life (healthcare); Depression (economics); Internal medicine; Liver disease; Prospective cohort study; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001645597,0.0003510865,0.0002484245,0.001218505,0.0004094628,0.0008226066,0.0003333919,0.0005431261,0.0008935159],"category_scores_gemma":[0.004205206,0.0003850018,0.0004526989,0.0007956511,0.0003172334,0.000706345,0.0007303349,0.0006351008,0.000253195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342331,"about_ca_system_score_gemma":0.0003815361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004819236,"about_ca_topic_score_gemma":0.005259021,"domain_scores_codex":[0.9991296,0.0003227881,0.00009992265,0.0001004765,0.0002206903,0.0001265058],"domain_scores_gemma":[0.9980518,0.0004019674,0.0008223779,0.0001126226,0.0002973636,0.0003140187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003332776,0.00002096952,0.9992893,0.000003052096,0.000007417716,0.00002336534,0.0000496451,0.000008995839,0.00003178165,0.000006372883,0.00003297349,0.0004927575],"study_design_scores_gemma":[0.000005072111,0.00009816275,0.9994138,0.000004173268,0.000004959245,0.0001295762,0.0001447578,0.0001325222,0.00001013147,0.000007801897,0.00004683309,0.000002188918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990521,0.0001537402,0.0001173042,0.00004346532,0.000006111017,0.00003554974,0.0001571373,0.000004720036,0.0004299781],"genre_scores_gemma":[0.999553,0.00004595845,0.0001220378,0.00001373652,0.000005878452,0.00001853153,0.0001804954,9.873726e-7,0.0000592906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004819236,"threshold_uncertainty_score":0.0095824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691766112397301,"score_gpt":0.4048511574978309,"score_spread":0.3356745462581008,"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."}}