{"id":"W4383894939","doi":"10.1097/cld.0000000000000068","title":"Prevalence of depression and anxiety symptoms by liver disease etiology","year":2023,"lang":"en","type":"review","venue":"Clinical Liver Disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Etiology; Anxiety; Depression (economics); Disease; Alcoholic liver disease; Population; Liver disease; Prevalence; Chronic liver disease; Psychiatry; Epidemiology; Internal medicine; Cirrhosis; Environmental health","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":[0.0006488551,0.0002702173,0.000613805,0.001709984,0.0001307611,0.0006249261,0.0003398052,0.0002348042,0.001963018],"category_scores_gemma":[0.002212419,0.0001515778,0.0009860246,0.001800936,0.0001397489,0.0003526613,0.0003421636,0.0003470553,0.0002612005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101528,"about_ca_system_score_gemma":0.0004071075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317858,"about_ca_topic_score_gemma":0.006467502,"domain_scores_codex":[0.9991841,0.0001913241,0.0002263237,0.000153444,0.0001811797,0.00006365401],"domain_scores_gemma":[0.9990165,0.0003954798,0.0003648814,0.00001868209,0.0001655471,0.00003891633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006946119,0.00007467923,0.3702801,0.03806914,0.003579114,0.0006663257,0.00118299,0.0002565639,0.001437827,0.001033977,0.01282706,0.5698977],"study_design_scores_gemma":[0.0000672912,0.0004042917,0.9045322,0.02413595,0.003078422,0.005743955,0.001466006,0.0002857985,0.0006758986,0.0006927979,0.05885901,0.00005833123],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06540472,0.9264952,0.0004253999,0.0007084848,0.0001265519,0.00006780943,0.002632055,0.0000208688,0.004118824],"genre_scores_gemma":[0.348022,0.6465061,0.001052728,0.0006156522,0.0001902916,0.0001321716,0.002588539,0.000008407468,0.0008841894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004317858,"threshold_uncertainty_score":0.008585453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0830638548038965,"score_gpt":0.4082770898578476,"score_spread":0.3252132350539511,"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."}}