{"id":"W2913094711","doi":"10.1155/2019/1808797","title":"Noninvasive Predictors of High-Risk Varices in Patients with Non-Cirrhotic Portal Hypertension","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre","funders":"Canadian Association for the Study of the Liver","keywords":"Medicine; Portal hypertension; Internal medicine; Gastroenterology; Cirrhosis; Platelet; Varices; Portal venous pressure; Spleen","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004375052,0.0002565572,0.0003640626,0.0006253565,0.0002443378,0.0004541687,0.0002529643,0.000373677,0.00134334],"category_scores_gemma":[0.003032762,0.0002203224,0.0003057708,0.0006311457,0.0003030797,0.0004624707,0.0004204357,0.0005909545,0.0001637822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099412,"about_ca_system_score_gemma":0.0001972913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011573,"about_ca_topic_score_gemma":0.001546809,"domain_scores_codex":[0.9996748,0.0001087156,0.00004601475,0.00004687794,0.00006654127,0.00005708596],"domain_scores_gemma":[0.9976904,0.0006892274,0.001064585,0.00009341307,0.0001362169,0.0003261911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005109313,0.000008523606,0.9994331,0.000004485337,0.000009831628,0.00008013211,0.00001366149,0.000008806369,0.00005238579,0.000002845895,0.00001631243,0.000318785],"study_design_scores_gemma":[0.00000388473,0.00006063841,0.9991009,0.000004960879,0.00001114999,0.000537431,0.00007751511,0.0001235739,0.00002834729,0.000008931576,0.00004118018,0.000001518775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992102,0.0003645262,0.0000561188,0.00003768993,0.000005463136,0.000004811895,0.00007702513,0.000002148936,0.0002419506],"genre_scores_gemma":[0.9997095,0.00009410694,0.00003647455,0.000009105734,0.00001610066,0.000002788823,0.00009670535,5.713962e-7,0.00003461747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00134334,"threshold_uncertainty_score":0.004493892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002685662188592045,"score_gpt":0.1605337995102751,"score_spread":0.157848137321683,"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."}}