{"id":"W2405384429","doi":"10.5604/16652681.1184294","title":"When to perform gastroscopy in the PSC patient","year":2015,"lang":"en","type":"letter","venue":"Annals of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of Manitoba; Western University","funders":"","keywords":"Medicine; Esophageal varices; Internal medicine; Hepatology; Gastroenterology; Varices; Univariate analysis; Endoscopy; Primary sclerosing cholangitis; Liver disease; Portal hypertension; Disease; Multivariate analysis; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006171936,0.000363991,0.0008109319,0.001352273,0.001702468,0.001558086,0.0008786232,0.006672024,0.004925873],"category_scores_gemma":[0.005008229,0.0003307677,0.000826358,0.0008223692,0.0008667582,0.001924881,0.0004411651,0.004591318,0.002736245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361715,"about_ca_system_score_gemma":0.001422105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135303,"about_ca_topic_score_gemma":0.00651523,"domain_scores_codex":[0.9993305,0.0001536744,0.0001158342,0.00006972752,0.0001532797,0.0001769453],"domain_scores_gemma":[0.9988669,0.0003197489,0.0001061088,0.00004966332,0.0002064086,0.0004512719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001356518,0.001183201,0.2547992,0.0004892958,0.0001186189,0.3801832,0.001278359,0.001208082,0.004045052,0.004044559,0.2580879,0.09320606],"study_design_scores_gemma":[0.0008735293,0.001678828,0.2592251,0.005588685,0.0002053605,0.5173283,0.01162319,0.006664253,0.003685202,0.02678036,0.1659853,0.0003620169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2111213,0.02936294,0.002171913,0.650847,0.01495782,0.000410944,0.0005491235,0.0002250684,0.09035401],"genre_scores_gemma":[0.7556952,0.02030494,0.004364398,0.1576584,0.05241998,0.0002341104,0.0006569843,0.00006835925,0.008597483],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006672024,"threshold_uncertainty_score":0.01647872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08203925499696924,"score_gpt":0.3410674083909025,"score_spread":0.2590281533939333,"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."}}