{"id":"W2593531649","doi":"10.1111/apt.14016","title":"Clinical, endoscopic and radiographic outcomes with ustekinumab in medically‐refractory Crohn's disease: real world experience from a multicentre cohort","year":2017,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary","funders":"Canadian Association of Gastroenterology","keywords":"Medicine; Ustekinumab; Refractory (planetary science); Crohn's disease; Cohort; Crohn disease; Cohort study; Internal medicine; Endoscopy; Disease; Gastroenterology; Infliximab","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":[0.002044945,0.0002924301,0.000549657,0.0004835579,0.0004395296,0.0007752126,0.0002975522,0.0004349992,0.0007676624],"category_scores_gemma":[0.003228348,0.0002658526,0.0005955191,0.0005933967,0.0004360841,0.0004800345,0.0006029771,0.0004089002,0.0002956864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103127,"about_ca_system_score_gemma":0.0003991615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676419,"about_ca_topic_score_gemma":0.001861464,"domain_scores_codex":[0.9987993,0.0004593118,0.0001491817,0.0002267779,0.0002227108,0.0001427401],"domain_scores_gemma":[0.9974099,0.0004542617,0.001224029,0.0003188331,0.0002348608,0.0003581069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301058,0.0002867429,0.9916122,0.00004673887,0.0001343569,0.0005499654,0.000458159,0.00006543699,0.0007099385,0.00001388811,0.0002269493,0.004594489],"study_design_scores_gemma":[0.0001826276,0.002049037,0.9939896,0.00002168911,0.0001018792,0.002262242,0.0004542102,0.0001855544,0.0002324201,0.00001483391,0.0004893875,0.000016503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994928,0.0002425824,0.0000389203,0.00001468748,0.000002319849,0.00001351561,0.0001038482,0.000001595351,0.00008989143],"genre_scores_gemma":[0.9994146,0.000146084,0.00008752233,0.00002470169,0.00001064276,0.00001638866,0.000251311,0.000002096348,0.0000466735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044945,"threshold_uncertainty_score":0.01081485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138611916536306,"score_gpt":0.3504635506227362,"score_spread":0.3290774314573731,"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."}}