{"id":"W4211241857","doi":"10.1093/jcag/gwz019","title":"Canadian Association of Gastroenterology Clinical Practice Guideline for the Management of Luminal Crohn’s Disease","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of Alberta; Memorial University of Newfoundland; University of Ottawa; McGill University Health Centre; University of Manitoba; Population Health Research Institute; McMaster University; St. Paul's Hospital; Dalhousie University; Hamilton Health Sciences; Université de Sherbrooke; University of Toronto; Western University; Mount Sinai Hospital; University of Calgary","funders":"","keywords":"Medicine; Maintenance therapy; Vedolizumab; Guideline; Ustekinumab; Internal medicine; Intensive care medicine; Disease; Methotrexate; Crohn's disease; Grading (engineering); Infliximab; Chemotherapy; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004035105,0.0001423967,0.0003433766,0.0001496841,0.0001406531,0.00001169758,0.0005969327,0.0001940093,0.00003185149],"category_scores_gemma":[0.002046197,0.0001132812,0.0004263593,0.00007121024,0.0001651961,0.0000171433,0.00007030334,0.0001958633,0.000001513179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139665,"about_ca_system_score_gemma":0.001172708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008332144,"about_ca_topic_score_gemma":0.7579995,"domain_scores_codex":[0.9969764,0.0007013486,0.001332093,0.0001691392,0.0003528585,0.0004681959],"domain_scores_gemma":[0.993581,0.0001139083,0.003386786,0.0003592329,0.002180498,0.0003785997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003804749,0.00008263732,0.9115437,0.00003514504,0.001435627,0.00002387418,0.00004026942,0.0001551999,0.0001582385,0.00007946025,0.08250566,0.000135392],"study_design_scores_gemma":[0.002384198,0.001056646,0.9458185,0.00003468665,0.0007830354,0.00001537097,0.0001123055,0.0001042681,0.00005483788,0.0000624149,0.04951674,0.00005702994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676075,0.00003009212,0.0005676532,0.02875905,0.001862924,0.0004837956,0.0004748248,0.000001450848,0.0002127215],"genre_scores_gemma":[0.9929154,0.00005843947,0.001425326,0.004460201,0.0006899314,0.000009081747,0.00002435869,0.00001854711,0.0003986957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7496674,"threshold_uncertainty_score":0.9982715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008767878547174264,"score_gpt":0.2802968999428949,"score_spread":0.2715290213957207,"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."}}