{"id":"W2624396389","doi":"10.1002/lt.24794","title":"Beta‐blockers in patients with advanced liver disease: Has the dust settled?","year":2017,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Observational study; Cirrhosis; Intensive care medicine; Liver disease; Portal hypertension; Ascites; Refractory (planetary science); Internal medicine; Disease; Transplantation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001171782,0.000507782,0.0008987824,0.0001807082,0.0002802192,0.00008302851,0.0002640283,0.0001709014,0.0001941233],"category_scores_gemma":[0.000003030596,0.0003197578,0.0003121726,0.0001838197,0.0001828624,0.0003785028,0.000006940672,0.0004479418,0.0001918027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116477,"about_ca_system_score_gemma":0.0003995487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244985,"about_ca_topic_score_gemma":0.0001460608,"domain_scores_codex":[0.9978764,0.0001695665,0.0004699725,0.0005668661,0.0005745068,0.0003427015],"domain_scores_gemma":[0.9986796,0.0001315324,0.0002809187,0.000592159,0.0001016363,0.000214118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003598866,0.0006155516,0.01667493,0.08586606,0.001433891,0.002873445,0.001602909,0.000013129,8.332542e-8,0.00007414911,0.0001546063,0.8870924],"study_design_scores_gemma":[0.009466649,0.0004411794,0.5325368,0.05973516,0.0438151,0.0000963376,0.00002489604,0.00003228656,0.000002695829,0.000009037372,0.3527658,0.001074094],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00349005,0.9909411,0.00003883122,0.0001304193,0.000152258,0.003479751,0.001357692,0.00007130783,0.0003386036],"genre_scores_gemma":[0.00702521,0.9829417,0.0001036566,0.00007854111,0.0001007364,0.0002379431,0.009086875,0.0000742256,0.0003511111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8860183,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04261269797589557,"score_gpt":0.2946249732519476,"score_spread":0.2520122752760521,"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."}}