{"id":"W2951735427","doi":"10.1016/j.bpg.2019.101623","title":"Preface - Evolving approaches to the evaluation and management of Crohn’s disease","year":2019,"lang":"en","type":"editorial","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Crohn's disease; Medicine; Disease; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01256427,0.004210689,0.00444216,0.004833757,0.002707614,0.008507807,0.003731573,0.01668688,0.01156339],"category_scores_gemma":[0.04354037,0.001129067,0.002785004,0.001731188,0.003783025,0.00565286,0.002302279,0.03076904,0.008971576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004739004,"about_ca_system_score_gemma":0.003558876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003709,"about_ca_topic_score_gemma":0.005236347,"domain_scores_codex":[0.991947,0.002028259,0.001455756,0.0008134553,0.003268628,0.0004869265],"domain_scores_gemma":[0.9422688,0.02418088,0.002360901,0.001099313,0.02278144,0.007308605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004710284,0.00001595583,0.00003024193,0.0004740618,0.00002236948,0.0001229251,0.0000144552,0.00003176175,0.00005029295,0.0004443244,0.9887216,0.01002479],"study_design_scores_gemma":[0.0001068051,0.00005843312,0.0003443087,0.00185915,0.00008748208,0.0006011193,0.00005933157,0.000192758,0.0001134185,0.001957698,0.994586,0.00003360316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001259221,0.009504585,0.0001040291,0.02645473,0.9631832,0.00001090258,0.00001579147,0.00001595132,0.0006980972],"genre_scores_gemma":[0.0001354543,0.004579989,0.00008891101,0.01294162,0.9804419,0.00001091762,0.00001046237,0.00001185714,0.001778877],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01668688,"threshold_uncertainty_score":0.06644702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532418158272003,"score_gpt":0.4495260873857147,"score_spread":0.2962842715585144,"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."}}