{"id":"W2794188131","doi":"10.1093/ecco-jcc/jjx180.463","title":"P336 Is endoscopy necessary to measure disease activity in ulcerative colitis: A systematic narrative review","year":2018,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Ulcerative colitis; MEDLINE; Endoscopy; Observational study; Clinical trial; Randomized controlled trial; Internal medicine; Gold standard (test); Systematic review; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.01747915,0.001474779,0.01044176,0.01131875,0.0008755882,0.004261726,0.002289389,0.002615915,0.005777904],"category_scores_gemma":[0.07899826,0.001149346,0.009083757,0.01224512,0.00176858,0.004654523,0.002283433,0.001371465,0.0004364837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004872552,"about_ca_system_score_gemma":0.01134667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032593,"about_ca_topic_score_gemma":0.01272446,"domain_scores_codex":[0.9786901,0.008441124,0.008547299,0.001168807,0.002763912,0.0003888016],"domain_scores_gemma":[0.928218,0.05212257,0.01411577,0.001212423,0.003760191,0.0005710336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003101178,0.00001254861,0.0008338286,0.9681872,0.009075797,0.00008421225,0.0002469378,0.00005196059,0.0001117668,0.0002282872,0.001117448,0.01973993],"study_design_scores_gemma":[0.0003821061,0.0002061521,0.00325655,0.9138179,0.06924081,0.0003146443,0.0003445842,0.0001058808,0.000141479,0.0005636432,0.01158121,0.00004499712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002085924,0.9940923,0.000373779,0.0009747804,0.0003065066,0.001018349,0.0006539585,0.00001384073,0.0004806707],"genre_scores_gemma":[0.04251616,0.9495868,0.001423661,0.002088175,0.0005364169,0.0028301,0.0006902746,0.00001654501,0.0003118859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01747915,"threshold_uncertainty_score":0.09243971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139435993710065,"score_gpt":0.2783327654875989,"score_spread":0.2669384055504982,"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."}}