{"id":"W4391242686","doi":"10.1053/j.gastro.2023.11.257","title":"CHRONOLOGICAL AGE INFLUENCES TREATMENT DECISION IN INFLAMMATORY BOWEL DISEASE: AN IBD QORUS COLLABORATIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Quarter (Canadian coin); Population; Steroid use; Inflammatory Bowel Diseases; Ulcerative colitis; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277974,0.000325515,0.0006203788,0.00041484,0.001149795,0.001232357,0.0005090223,0.001115492,0.001833422],"category_scores_gemma":[0.006895096,0.0003675484,0.0009785364,0.001014781,0.0003554422,0.0005619595,0.0007191817,0.0009419602,0.000215476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005867674,"about_ca_system_score_gemma":0.0008838468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658272,"about_ca_topic_score_gemma":0.0231075,"domain_scores_codex":[0.9986138,0.000733634,0.0001264187,0.0002187067,0.0001227916,0.0001846384],"domain_scores_gemma":[0.9935783,0.001795731,0.002357531,0.0006225375,0.0005475173,0.001098357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003930706,0.0003722571,0.9907348,0.00003893899,0.000745117,0.0001311628,0.0003200022,0.00007812036,0.0001845822,0.00007727609,0.0003704026,0.003016758],"study_design_scores_gemma":[0.0004458379,0.000629559,0.9963315,0.00002741338,0.0007374508,0.0001200982,0.0003725783,0.0001208802,0.0000428348,0.0001158875,0.001041071,0.00001493469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976815,0.0008832689,0.00009275498,0.0002036959,0.00003757503,0.00001950903,0.0003696686,0.000001913566,0.0007100897],"genre_scores_gemma":[0.9987406,0.0002908678,0.000119855,0.0001151389,0.00005607852,0.00001484781,0.0002400799,0.000003682817,0.0004188824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658272,"threshold_uncertainty_score":0.0329724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009104319095063793,"score_gpt":0.2785892783490353,"score_spread":0.2694849592539715,"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."}}