{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000732871,0.0001405468,0.0001118355,0.00009278942,0.00001465787,0.00001484665,0.000108469,0.00007695752,0.0002778054],"category_scores_gemma":[0.00001002338,0.0001321816,0.00007123228,0.00004132481,0.00002953892,0.000003133275,0.00008022117,0.00004307912,0.001327397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004891056,"about_ca_system_score_gemma":0.00002636305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007320531,"about_ca_topic_score_gemma":0.0003514892,"domain_scores_codex":[0.9990543,0.00007052627,0.0001422306,0.0003458297,0.00004798171,0.0003391393],"domain_scores_gemma":[0.9996258,0.000003193523,0.00001298572,0.0002351953,0.00001337302,0.0001094276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006889269,0.001057906,0.4051746,0.0002019227,0.0006656084,0.007005407,0.002315501,0.0003731781,0.277283,0.000104821,0.2735945,0.0253343],"study_design_scores_gemma":[0.001948043,0.003422036,0.3650982,0.00005888766,0.00005056743,0.0001367973,0.00003712632,0.0005344753,0.002355314,0.00002653419,0.6260358,0.0002962014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949914,0.0001046644,0.00006607477,0.003493305,0.0002036913,0.0002975855,0.00004719801,0.00002493936,0.0007711595],"genre_scores_gemma":[0.9915556,0.00003226029,0.0001295222,0.00531865,0.0003942284,0.0002588622,0.0001227269,0.00002821212,0.002159918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524413,"threshold_uncertainty_score":0.9994502,"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."}}