{"id":"W4400192874","doi":"10.1136/gutjnl-2024-bsg.166","title":"P84 Effectiveness and persistence of filgotinib in ulcerative colitis: real-world experience","year":2024,"lang":"en","type":"article","venue":"Poster presentations","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ulcerative colitis; Persistence (discontinuity); Colitis; Medicine; Internal medicine; Engineering; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008043508,0.00007075234,0.00006602288,0.00006615125,0.00003082587,0.00002756654,0.00006263084,0.00002838151,0.00002324818],"category_scores_gemma":[0.00004019171,0.00007211838,0.00003249343,0.0001008765,0.0001135105,0.00001324739,0.00006032823,0.00003832934,0.000003295474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009364844,"about_ca_system_score_gemma":0.0000557547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007828437,"about_ca_topic_score_gemma":0.0008095264,"domain_scores_codex":[0.9993709,0.0001287611,0.0001232361,0.0002113793,0.00006494528,0.0001007996],"domain_scores_gemma":[0.9997141,0.00005086077,0.000019857,0.0001269627,0.00004623365,0.0000419208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009835169,0.0001754844,0.7954196,0.001019316,0.0001652363,0.0002899533,0.01758477,0.0002917021,0.176157,0.005083029,0.0006889538,0.002141437],"study_design_scores_gemma":[0.0002477475,0.00003204084,0.972563,0.00006910518,0.0000110576,0.000004770528,0.0006858811,0.0001743534,0.02588335,0.00008931359,0.000156912,0.00008252387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950125,0.0001102204,0.0001045839,0.00004259429,0.00006573855,0.0002659836,0.0000604103,0.000008310888,0.004329619],"genre_scores_gemma":[0.9992888,0.00003098813,0.00007240105,0.00002453717,0.00002853637,0.0001223307,0.00003745416,0.000008468731,0.0003864714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1771433,"threshold_uncertainty_score":0.2940902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788207387672806,"score_gpt":0.3133164574551177,"score_spread":0.2954343835783896,"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."}}