{"id":"W2056677222","doi":"10.1002/ibd.20144","title":"Assessment of reliability and validity of IBD phenotyping within the National Institutes of Diabetes and Digestive and Kidney Diseases (NIDDK) IBD Genetics Consortium (IBDGC)","year":2007,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Hospital for Sick Children; McGill University Health Centre; Montreal General Hospital; Mount Sinai Hospital; McGill University; SickKids Foundation; University of Toronto; Royal Victoria Hospital; Université de Montréal; Royal Victoria Regional Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Kappa; Cohen's kappa; Medicine; Inflammatory bowel disease; Gold standard (test); Receiver operating characteristic; Ulcerative colitis; Internal medicine; Genetic testing; Gastroenterology; Disease; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05895744,0.0004048049,0.0007224934,0.002767555,0.0005661381,0.001186248,0.001043413,0.0006822278,0.0004357784],"category_scores_gemma":[0.09690229,0.0003104311,0.0007146598,0.001316596,0.001326212,0.0008558534,0.002402968,0.000527047,0.0002213938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538638,"about_ca_system_score_gemma":0.000670595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206359,"about_ca_topic_score_gemma":0.003330136,"domain_scores_codex":[0.9593279,0.02366946,0.004200948,0.004438229,0.007471666,0.0008918417],"domain_scores_gemma":[0.8669755,0.07007717,0.01813421,0.01006805,0.03280014,0.001944905],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003553541,0.00005188759,0.9831166,0.00008750934,0.0003377504,0.0000570511,0.001550618,0.00044797,0.0004123333,0.0001115561,0.0003831053,0.01308822],"study_design_scores_gemma":[0.00004561585,0.0004041366,0.9906657,0.0001099656,0.000196172,0.0003576135,0.001063677,0.005326094,0.0006577603,0.0002748164,0.0008718717,0.0000265419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904874,0.0008437017,0.005352228,0.000101787,0.00005997208,0.0001626478,0.0003318804,0.0000591046,0.002601245],"genre_scores_gemma":[0.9973578,0.00008944852,0.002043349,0.0000210744,0.00002051914,0.00006238049,0.0002918961,0.00001068473,0.0001028069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9410425,"threshold_uncertainty_score":0.3118005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157675142113357,"score_gpt":0.2631646124932556,"score_spread":0.2515878610721221,"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."}}