{"id":"W4407285083","doi":"10.1093/jcag/gwae059.092","title":"A92 MULTIFACETED STRIDE II-BASED MONITORING FOR INFLAMMATORY BOWEL DISEASE ADVANCED THERAPY STARTS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"STRIDE; Inflammatory bowel disease; Medicine; Disease; Intensive care medicine; Physical medicine and rehabilitation; Internal medicine","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":[0.003190634,0.0005867587,0.0009178012,0.0006214962,0.0007577481,0.0009081491,0.0006579361,0.0005505688,0.008839289],"category_scores_gemma":[0.004301225,0.0003297979,0.0009253373,0.0004405829,0.000352648,0.0006889737,0.001897287,0.0008658881,0.002199012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009537234,"about_ca_system_score_gemma":0.002013628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201864,"about_ca_topic_score_gemma":0.001211297,"domain_scores_codex":[0.9972887,0.001486508,0.0003353085,0.0003578717,0.000314039,0.0002175976],"domain_scores_gemma":[0.9959668,0.0006461115,0.001058087,0.0005453571,0.0004725718,0.001311133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07398958,0.02065308,0.1251353,0.002361995,0.0006029594,0.000385682,0.0008581898,0.004093558,0.01304385,0.001647864,0.04316909,0.7140589],"study_design_scores_gemma":[0.04412657,0.2037558,0.561945,0.002312613,0.001104133,0.001096022,0.0008687331,0.01157291,0.01844108,0.002611768,0.1519236,0.0002418053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807576,0.002957113,0.01607153,0.003225101,0.0005806932,0.04517381,0.007530533,0.001530631,0.04217304],"genre_scores_gemma":[0.8499541,0.001582939,0.05251588,0.003490172,0.0003847704,0.07409754,0.007717813,0.00009934826,0.01015756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008839289,"threshold_uncertainty_score":0.02957034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005290596527997156,"score_gpt":0.231123446560416,"score_spread":0.2258328500324188,"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."}}