{"id":"W2412921000","doi":"10.1097/sga.0000000000000169","title":"Gastric Varices","year":2016,"lang":"en","type":"review","venue":"Gastroenterology Nursing","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital; London Health Sciences Centre","funders":"","keywords":"Medicine; Gastric varices; Varices; Portal hypertension; Gastroenterology; Esophageal varices; General surgery; Internal medicine; Intensive care medicine; Cirrhosis","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":[0.00007106163,0.0002840297,0.001029917,0.0003097137,0.00005052476,0.00001024642,0.0001001325,0.0001894012,0.0001416777],"category_scores_gemma":[0.000002936171,0.0001924383,0.000377693,0.00009784543,0.0001085775,0.00006140053,0.000009325149,0.0002286076,0.0002913657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372837,"about_ca_system_score_gemma":0.0001045765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001004213,"about_ca_topic_score_gemma":3.267766e-7,"domain_scores_codex":[0.9986204,0.0001330383,0.0003490712,0.0003587774,0.0001332739,0.0004054304],"domain_scores_gemma":[0.9993232,0.00005031327,0.0001821637,0.000246071,0.00003166862,0.0001665642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001830748,0.000137702,0.0005674461,0.006402212,0.0007632903,0.0001991514,0.00004207412,1.798895e-8,0.000001185075,0.00002744164,0.0004407637,0.9912356],"study_design_scores_gemma":[0.00426919,0.002192685,0.003428593,0.2515405,0.04899661,0.01257723,0.00002945056,0.000003242765,0.000001707228,0.0001948622,0.6762673,0.0004986059],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007887219,0.9961768,0.001609115,0.0001354585,0.0004804405,0.0004119194,0.00005925002,0.00007736829,0.000970718],"genre_scores_gemma":[0.0001688072,0.9985573,0.0002659315,0.0001332641,0.0004037932,0.00003240976,0.0002542861,0.0000410613,0.0001431069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.990737,"threshold_uncertainty_score":0.7847405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380292465361782,"score_gpt":0.3486659575661347,"score_spread":0.3148630329125169,"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."}}