{"id":"W2947961677","doi":"10.1016/j.bpg.2019.05.003","title":"Endoscopic scoring systems for the evaluation and monitoring of disease activity in Crohn's disease","year":2019,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McMaster University; McMaster Children's Hospital; McGill University; McMaster University Medical Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Crohn's disease; Disease; Endoscopy; Internal medicine; Gastroenterology; Gastrointestinal tract; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01108952,0.0003374883,0.0009169621,0.000192292,0.000129652,0.00008533543,0.0005231326,0.0003142913,0.000004032898],"category_scores_gemma":[0.02043823,0.0002654165,0.0004009793,0.0001224965,0.0005024667,0.00003680215,0.000660621,0.000984348,0.00001088083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050525,"about_ca_system_score_gemma":0.001471581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004155671,"about_ca_topic_score_gemma":0.00002195974,"domain_scores_codex":[0.9897217,0.006875804,0.001041531,0.0009804684,0.0006747137,0.0007057887],"domain_scores_gemma":[0.9934124,0.003525218,0.000722729,0.001179163,0.0007309234,0.0004296116],"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":[0.03651875,0.003853799,0.2747431,0.0572152,0.001729233,0.0007361565,0.00003340285,0.000378505,0.00003439373,0.0001063037,0.0005004004,0.6241508],"study_design_scores_gemma":[0.007527282,0.004561274,0.3617388,0.01409219,0.006742204,0.00003145634,0.0002870321,0.001907369,0.000001901988,0.00003886543,0.6024642,0.0006074051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1322196,0.8608447,0.0001197447,0.0001488451,0.0009275202,0.005576046,0.0001414869,0.000005381688,0.00001667872],"genre_scores_gemma":[0.06545317,0.9314993,0.00006140619,0.00001995266,0.0008440462,0.001918381,0.00006798967,0.00006061257,0.00007515658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6235433,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2480961128426306,"score_gpt":0.5322614257540434,"score_spread":0.2841653129114128,"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."}}