{"id":"W2990550486","doi":"10.1016/j.cgh.2019.11.034","title":"Identifying Patients With Inflammatory Bowel Diseases at High vs Low Risk of Complications","year":2019,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Shire Canada; Janssen Pharmaceuticals; Canadian Institutes of Health Research; Takeda Canada; Janssen Canada; Agency for Healthcare Research and Quality; Crohn's and Colitis Canada; AbbVie Canada; Boehringer Ingelheim; Multiple Sclerosis Society of Canada; Crohn's and Colitis Foundation; Pfizer Canada; Takeda Pharmaceutical Company; AbbVie; Celgene; Pfizer","keywords":"Medicine; Disease; Inflammatory bowel disease; Ulcerative colitis; Intensive care medicine; Crohn's disease; Physical therapy; Internal medicine","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":[0.0008637626,0.0009881204,0.002308891,0.001355942,0.0001528461,0.00106858,0.0008722944,0.001176917,0.001715536],"category_scores_gemma":[0.001531837,0.0001965661,0.0007166635,0.001265104,0.0003483573,0.0007818558,0.0005682861,0.001659803,0.0006189198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936861,"about_ca_system_score_gemma":0.0008222391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009878306,"about_ca_topic_score_gemma":0.001968089,"domain_scores_codex":[0.999729,0.00007035259,0.00004590118,0.00005883472,0.00006815296,0.0000278255],"domain_scores_gemma":[0.9993516,0.0004038161,0.00008271509,0.00001240907,0.0001121248,0.00003747403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000173922,0.0000468814,0.0009767249,0.01316754,0.0002515909,0.0001320331,0.00001829038,0.0002243352,0.0003816886,0.001095788,0.01464877,0.9688825],"study_design_scores_gemma":[0.0002950084,0.0004048841,0.01307199,0.03967201,0.003359145,0.004342007,0.0002501363,0.0006070616,0.0009744795,0.007502404,0.9294025,0.0001184588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000890518,0.9992848,0.0000836344,0.0002143879,0.0001093185,0.00000159241,0.00001247368,0.000002596945,0.000202133],"genre_scores_gemma":[0.001021994,0.9979501,0.0002593803,0.0002874404,0.0002785129,0.000004608773,0.00003796571,0.00000109499,0.000158889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002308891,"threshold_uncertainty_score":0.005739033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202634006435703,"score_gpt":0.3114447134859235,"score_spread":0.2894183734215665,"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."}}