{"id":"W4396826925","doi":"10.1002/ueg2.12572","title":"Proportion of inflammatory bowel diseases patients with suboptimal disease control in daily clinical practice—Real‐world evidence from the inflammatory bowel diseases‐podcast study","year":2024,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"AbbVie Biotherapeutics; McMaster University","keywords":"Medicine; Inflammatory bowel disease; Inflammatory Bowel Diseases; Gastroenterology; Internal medicine; Crohn's disease; Clinical Practice; Disease; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001585058,0.0005182025,0.0003407348,0.0004153319,0.0002257594,0.0001902386,0.0008114619,0.00007189353,0.00005307113],"category_scores_gemma":[0.001250106,0.0003755924,0.0003167217,0.0001941324,0.0006588469,0.0001500805,0.000320028,0.0009049673,0.00002941664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008963476,"about_ca_system_score_gemma":0.0005127755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001541158,"about_ca_topic_score_gemma":0.0001540615,"domain_scores_codex":[0.9919293,0.004265715,0.001604213,0.0008063477,0.000732449,0.0006619715],"domain_scores_gemma":[0.9965739,0.0002893677,0.0008568059,0.0009029646,0.0006601227,0.0007168808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02240874,0.001524331,0.96601,0.00006179728,0.0006730398,0.005738431,0.0001764369,0.001592289,0.0001045929,0.000008329861,0.001503063,0.0001989916],"study_design_scores_gemma":[0.0054809,0.001524865,0.9898161,0.000418692,0.0009445364,0.0000305608,0.0002609254,0.0006459188,0.000001705252,0.000007500865,0.0006049853,0.0002633474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964581,0.0006238514,0.0003862177,0.000355275,0.0005403384,0.001115314,0.0004279362,0.00005616587,0.00003681611],"genre_scores_gemma":[0.9973739,0.0002125764,0.000085695,0.0009389938,0.0008616338,0.00004027061,0.0003337009,0.0001151962,0.00003798287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02380611,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040962276360541,"score_gpt":0.2675385546941053,"score_spread":0.2571289319304998,"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."}}