{"id":"W2977882579","doi":"10.14309/00000434-201610001-00738","title":"Identification of the Predictive Factors of Primary Sclerosing Cholangitis in Patients with Inflammatory Bowel Disease","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Inflammatory bowel disease; Gastroenterology; Serology; Internal medicine; Ulcerative colitis; Antibody; Alkaline phosphatase; Concomitant; Liver disease; Alanine transaminase; Disease; Pathology; Immunology; Enzyme","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":[0.0005640916,0.000340648,0.0004018061,0.0009128228,0.0004548329,0.0007171265,0.0003086878,0.000514104,0.002549413],"category_scores_gemma":[0.003332785,0.0002696313,0.0004032924,0.001082393,0.0003733049,0.0004225037,0.0003421934,0.0006131355,0.0002758679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768467,"about_ca_system_score_gemma":0.0004187148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693803,"about_ca_topic_score_gemma":0.002799594,"domain_scores_codex":[0.9994822,0.0001556953,0.00006638179,0.0000807296,0.0001327581,0.0000822473],"domain_scores_gemma":[0.9979232,0.0005440878,0.0009004098,0.00007554934,0.0001973176,0.0003593638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005669011,0.00001174346,0.9992884,0.000005795945,0.00001017944,0.00009973469,0.00001483472,0.00001056052,0.00005138668,0.000003890538,0.0000276489,0.0004190992],"study_design_scores_gemma":[0.000005442415,0.00008053742,0.9986589,0.000008133215,0.00002533937,0.0008735125,0.00008903771,0.0001031711,0.00004293601,0.00001326486,0.00009755146,0.000002219548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979836,0.001036862,0.00006184901,0.000111369,0.00001736711,0.000007968246,0.0001194835,0.000004528486,0.0006569536],"genre_scores_gemma":[0.9995891,0.0001594628,0.00005187916,0.00001338101,0.00001872417,0.000003399664,0.00009154776,7.126857e-7,0.00007169921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002693803,"threshold_uncertainty_score":0.00852865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005161739999334583,"score_gpt":0.1984064519530105,"score_spread":0.1932447119536759,"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."}}