{"id":"W3022661331","doi":"10.1053/j.gastro.2020.04.056","title":"New Biomarkers for Crohn’s Disease","year":2020,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"AbbVie Canada; Shire Canada; Janssen Pharmaceuticals; Janssen Canada; Takeda Canada; Pfizer Canada; Pfizer","keywords":"Crohn's disease; Medicine; Disease; Gastroenterology; 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":[0.005694052,0.001249319,0.002182622,0.001560818,0.002449044,0.003516125,0.001308121,0.03217839,0.004812967],"category_scores_gemma":[0.0222728,0.0007440956,0.001716492,0.0007926369,0.003781881,0.004378057,0.001790547,0.03003894,0.003604418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287074,"about_ca_system_score_gemma":0.002382161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694713,"about_ca_topic_score_gemma":0.003530212,"domain_scores_codex":[0.995459,0.001643067,0.0006691494,0.0003897761,0.001386347,0.0004526925],"domain_scores_gemma":[0.9858758,0.008750645,0.0006934249,0.0004681056,0.002485853,0.001726227],"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":[0.0003632985,0.0001286285,0.001812164,0.0002853497,0.00006736472,0.00413599,0.0001012179,0.0001192656,0.0007623736,0.0063628,0.9257679,0.06009375],"study_design_scores_gemma":[0.0007210767,0.0003301412,0.002654929,0.0007812318,0.0001346908,0.005013857,0.0003375961,0.0009066584,0.0004978982,0.02743953,0.9610958,0.00008652817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005525076,0.01569378,0.0003941852,0.9253809,0.05472038,0.00002123815,0.00005346568,0.00003794688,0.003145606],"genre_scores_gemma":[0.007957506,0.01121572,0.001202376,0.7513162,0.2202879,0.0001021333,0.00008732374,0.00002690401,0.007804037],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03217839,"threshold_uncertainty_score":0.03011334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009132052787133626,"score_gpt":0.2266232682256163,"score_spread":0.2174912154384826,"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."}}