{"id":"W2018311913","doi":"10.4103/1319-3767.129473","title":"Advances in the diagnosis and management of inflammatory bowel disease: Challenges and uncertainties","year":2014,"lang":"en","type":"review","venue":"Saudi Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University Health Centre; University of Alberta; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Intensive care medicine; Ulcerative colitis; Disease; MEDLINE; Modalities; Psychological intervention; Inflammatory Bowel Diseases; Disease management; Crohn's disease; Health care; Pathology","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":[0.004753018,0.0009239712,0.0024613,0.003562397,0.0005342993,0.002204915,0.001479716,0.002247372,0.001935564],"category_scores_gemma":[0.008141318,0.000411429,0.001045235,0.004173309,0.001604887,0.003593319,0.001241109,0.003169046,0.0009379578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633496,"about_ca_system_score_gemma":0.004002254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157918,"about_ca_topic_score_gemma":0.002710153,"domain_scores_codex":[0.997617,0.000680469,0.0006009644,0.0002279181,0.0007776687,0.00009600779],"domain_scores_gemma":[0.9929212,0.004988477,0.0006444079,0.0001298116,0.001116375,0.0001998002],"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":[0.00007511777,0.00004731469,0.0003722843,0.05257548,0.0001821612,0.0003318008,0.0002854127,0.0004210305,0.0004619664,0.005914982,0.02176575,0.9175667],"study_design_scores_gemma":[0.00002843238,0.0001333657,0.002088657,0.05586642,0.0004201779,0.003486383,0.0006551138,0.0001734762,0.0002568118,0.009564545,0.9272628,0.00006378266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003901048,0.9988046,0.0000605504,0.0007695543,0.0001489693,0.000001853224,0.000004576212,0.000002017825,0.0001688452],"genre_scores_gemma":[0.0004288111,0.9986897,0.0001813235,0.0003289247,0.0003080472,0.000003126337,0.000007337904,7.455247e-7,0.00005198208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004753018,"threshold_uncertainty_score":0.02513671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549594709452386,"score_gpt":0.2798127455821453,"score_spread":0.2643167984876214,"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."}}