{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004491991,0.0003083633,0.0009927418,0.001135084,0.0002979173,0.001422515,0.0007927808,0.0008869527,0.001200451],"category_scores_gemma":[0.0169678,0.0003847251,0.001153182,0.002434442,0.0005042398,0.0009740897,0.001101431,0.0006715604,0.0001661682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549891,"about_ca_system_score_gemma":0.0004467877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004664155,"about_ca_topic_score_gemma":0.004208162,"domain_scores_codex":[0.9935979,0.003323194,0.001158577,0.0008119216,0.0008363453,0.0002720987],"domain_scores_gemma":[0.9764313,0.00584495,0.01440258,0.0008784306,0.001185092,0.001257645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009077063,0.00005869457,0.9947476,0.0003198257,0.0008000535,0.00003202153,0.0001030005,0.00007182944,0.0000148079,0.00002957911,0.0004568179,0.00245809],"study_design_scores_gemma":[0.0002966959,0.0002965361,0.9974246,0.0001470632,0.0004856538,0.0001656984,0.0002515918,0.0002974915,0.00001264636,0.00003826613,0.000571892,0.00001182784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873534,0.008138048,0.0001557065,0.0003201308,0.00004173001,0.00006685928,0.003012227,0.000006093506,0.0009057097],"genre_scores_gemma":[0.996734,0.001180754,0.0001023852,0.00009767694,0.00004011912,0.00003503219,0.001749574,0.00000199119,0.00005841981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004664155,"threshold_uncertainty_score":0.02375615,"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."}}