{"id":"W1992873833","doi":"10.1007/s12072-013-9513-5","title":"Speckle tracking echocardiography in cirrhosis: is it ready for prime time?","year":2014,"lang":"en","type":"article","venue":"Hepatology International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cirrhosis; Cardiology; Internal medicine; Diastole; Ascites; Ventricle; Cardiomyopathy; Heart failure; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291762,0.0000822808,0.000171019,0.0002315641,0.00002371293,0.000009162092,0.00007612103,0.00008168446,0.0003423828],"category_scores_gemma":[0.00001703785,0.00008167705,0.000111352,0.00007113699,0.00003200334,0.00008387055,0.000006866509,0.00007894431,0.000144153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000331929,"about_ca_system_score_gemma":0.00003391886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004178516,"about_ca_topic_score_gemma":0.00001356363,"domain_scores_codex":[0.999304,0.00002669189,0.0001942537,0.0002021905,0.0001370478,0.0001357996],"domain_scores_gemma":[0.999611,0.00009100138,0.00004754753,0.0001039993,0.00009843738,0.00004802537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003695363,0.0001292789,0.9906149,0.00003795003,0.0004105463,0.0000265482,0.0005112497,0.000002221566,0.0008766546,0.002162887,0.003507617,0.001350641],"study_design_scores_gemma":[0.007564445,0.0003439719,0.922736,0.000257288,0.0007463944,0.0001841905,0.0001210085,0.01943459,0.01445527,0.004497705,0.02931019,0.000348885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748583,0.00006145491,0.004327155,0.005677424,0.0004187592,0.0003536607,0.0001007656,0.00004963619,0.01415287],"genre_scores_gemma":[0.996079,0.00005011729,0.0006161845,0.002341684,0.0001806235,0.00005017101,0.0003567052,0.00001094919,0.000314559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06787881,"threshold_uncertainty_score":0.3748852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057513461272185,"score_gpt":0.3166680301379354,"score_spread":0.2860928955252136,"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."}}