{"id":"W3209224714","doi":"10.1097/meg.0000000000002301","title":"Anxiety in cirrhosis: a prospective study on prevalence and development of a practical screening nomogram.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"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; Prospective cohort study; Liver disease; 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":[0.00135569,0.000299266,0.00022346,0.0008272653,0.0003709568,0.0006712056,0.0003177586,0.0004881863,0.0008223092],"category_scores_gemma":[0.003221366,0.00039859,0.0003583002,0.0007807736,0.0002672654,0.0004999671,0.000564094,0.0006474048,0.0002381579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509067,"about_ca_system_score_gemma":0.0004866697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081707,"about_ca_topic_score_gemma":0.01095369,"domain_scores_codex":[0.9993842,0.0001976159,0.00005962992,0.00006613631,0.0001828299,0.0001094858],"domain_scores_gemma":[0.9983924,0.0002573492,0.0006941265,0.00009364119,0.0002753575,0.000287074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003323847,0.00001819015,0.9992968,0.000003015094,0.000007121291,0.00002084532,0.00004700415,0.000006652837,0.00003783978,0.000004417297,0.00004163583,0.000483241],"study_design_scores_gemma":[0.000004551136,0.00006859782,0.9995871,0.000003538571,0.000004133291,0.00009511664,0.0001007067,0.00008173935,0.000007538614,0.000004455228,0.00004098229,0.00000150634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991388,0.0001876188,0.0001023435,0.00004961392,0.000005877698,0.00002902138,0.0001988207,0.000005329296,0.0002825222],"genre_scores_gemma":[0.9995099,0.0000477007,0.0001130465,0.00001473882,0.000004179452,0.0000135866,0.0002338148,9.579237e-7,0.00006209809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081707,"threshold_uncertainty_score":0.02150822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910605601269842,"score_gpt":0.2830311142674792,"score_spread":0.2439250582547808,"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."}}