{"id":"W3011217986","doi":"10.1016/s0735-1097(20)31359-0","title":"CARDIAC CIRRHOSIS IS LARGELY UNDERDIAGNOSED BY NON-INVASIVE DIAGNOSTIC IMAGING TESTS: A RETROSPECTIVE STUDY","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cirrhosis; Retrospective cohort study; Medical imaging; Diagnostic test; Radiology; Intensive care medicine; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001134952,0.0004482019,0.0005289627,0.001452547,0.0008246648,0.001330737,0.0005090606,0.0006517172,0.002324779],"category_scores_gemma":[0.004956715,0.0006413571,0.0005361499,0.001828233,0.0008947418,0.001056118,0.000698431,0.0006336865,0.000563297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534647,"about_ca_system_score_gemma":0.0005753965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161506,"about_ca_topic_score_gemma":0.003268484,"domain_scores_codex":[0.9983003,0.0004859551,0.0002637837,0.0004568402,0.0002326453,0.0002605271],"domain_scores_gemma":[0.995106,0.001322738,0.001916187,0.0005856057,0.000574255,0.0004952224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005512107,0.00002414092,0.9990709,0.000006156901,0.0000267467,0.0002801078,0.00008270731,0.000005461041,0.00007921213,0.00001449369,0.00004346609,0.0003115399],"study_design_scores_gemma":[0.000009775817,0.0001339572,0.9945095,0.00001707172,0.00009825762,0.003529425,0.001140413,0.0001006152,0.00008050803,0.00003585885,0.0003346658,0.00001007017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990264,0.0002982362,0.0001010393,0.00003544868,0.000007697186,0.000007252419,0.000140084,0.000002144218,0.0003815824],"genre_scores_gemma":[0.9993854,0.000149615,0.00006139735,0.00005444668,0.00002134256,0.000005505899,0.0002428827,0.000004431639,0.00007507525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003161506,"threshold_uncertainty_score":0.007777214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009081665819037616,"score_gpt":0.2553091692315924,"score_spread":0.2462275034125548,"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."}}