{"id":"W4400845401","doi":"10.1053/j.gastro.2024.06.036","title":"It’s Time to Change Tack in IBD Treatment","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University","funders":"Canadian Institutes of Health Research; Max Rady College of Medicine, University of Manitoba; National Institutes of Health; McGill University","keywords":"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":[0.009151202,0.001132337,0.00221915,0.001552853,0.003153095,0.008004467,0.002242585,0.01014703,0.0336155],"category_scores_gemma":[0.03280803,0.0004720222,0.002250178,0.000924125,0.003991245,0.0140768,0.003937019,0.02723838,0.01329879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048996,"about_ca_system_score_gemma":0.007673194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429554,"about_ca_topic_score_gemma":0.008578288,"domain_scores_codex":[0.9922649,0.003043704,0.0006540259,0.0008888748,0.002326842,0.0008217267],"domain_scores_gemma":[0.9735704,0.01026397,0.001366041,0.001353361,0.008150745,0.005295386],"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":[0.0002862759,0.0004683467,0.001010013,0.001687197,0.0001388678,0.000437739,0.0005234458,0.000221076,0.0005445266,0.01766892,0.638245,0.3387686],"study_design_scores_gemma":[0.0001194952,0.0002552111,0.0007181756,0.004715306,0.00009365279,0.000609047,0.001011062,0.0001402874,0.000185132,0.0250518,0.9670404,0.00006050797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000738041,0.0799078,0.003667224,0.858521,0.0465506,0.00006676368,0.0001875765,0.0003828619,0.009978197],"genre_scores_gemma":[0.01506461,0.1099758,0.01585001,0.7650953,0.07465761,0.0002842543,0.0004597191,0.0004330341,0.01817965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0336155,"threshold_uncertainty_score":0.1124551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238073706491026,"score_gpt":0.2529262277751519,"score_spread":0.2405454907102417,"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."}}