{"id":"W2911558262","doi":"10.1016/j.bpg.2019.02.003","title":"What is the role of histopathology in the evaluation 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":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Disease; Crohn's disease; Ulcerative colitis; Dysplasia; Histopathology; Inflammatory bowel disease; Internal medicine; Pathology; Gastroenterology","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":[0.004210085,0.001040886,0.003855146,0.002764415,0.0003154099,0.002884232,0.001969571,0.002512391,0.001953386],"category_scores_gemma":[0.005860756,0.0005276667,0.0010251,0.002447314,0.001715581,0.002947218,0.001076837,0.003498051,0.001893974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156945,"about_ca_system_score_gemma":0.002104417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868829,"about_ca_topic_score_gemma":0.004083906,"domain_scores_codex":[0.9989544,0.0002768357,0.0001720153,0.0001680417,0.000351533,0.00007715911],"domain_scores_gemma":[0.9955437,0.002626824,0.000380263,0.0001235856,0.00112025,0.0002055205],"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":[0.0001797298,0.00004731698,0.0008462374,0.01421195,0.0002166816,0.0001757774,0.00005087702,0.0002457706,0.0005795499,0.002757473,0.02514629,0.9555424],"study_design_scores_gemma":[0.0001428127,0.0002761258,0.00603681,0.03193592,0.0009246264,0.003640437,0.0002762543,0.0004235942,0.0005395335,0.007059122,0.9486243,0.0001205153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003581666,0.998768,0.00008092983,0.0006156978,0.000277503,0.000001971013,0.00001020265,0.000002991785,0.0002067741],"genre_scores_gemma":[0.0005274459,0.9977458,0.0002776315,0.0005726804,0.000698522,0.000004587879,0.00001665479,0.000001854491,0.0001547538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004210085,"threshold_uncertainty_score":0.02226532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685680796725475,"score_gpt":0.5109728012430994,"score_spread":0.3424047215705519,"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."}}