{"id":"W4391165533","doi":"10.1093/ecco-jcc/jjad212.1146","title":"P1016 Real-world data on sequential therapy in moderate-to-severe UC: Unveiling second-line strategies after anti-TNF failure","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tumor necrosis factor alpha; Second line; Real world data; Line (geometry); Medicine; Psychology; Internal medicine; First line; Computer science; Data science; Mathematics","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":[0.007403302,0.0003148237,0.0005241573,0.0006556286,0.0002937591,0.001332802,0.0004913082,0.0006879045,0.004347374],"category_scores_gemma":[0.01736836,0.000132207,0.00102209,0.001835316,0.0007856367,0.001030151,0.0005182988,0.0009388259,0.0005482971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168986,"about_ca_system_score_gemma":0.0005670581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008382298,"about_ca_topic_score_gemma":0.0006863251,"domain_scores_codex":[0.996052,0.002396851,0.0005059941,0.0003775826,0.000509446,0.0001582437],"domain_scores_gemma":[0.9517385,0.02617238,0.0156209,0.003147134,0.00225272,0.001068442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02375069,0.0004601226,0.8696504,0.001842181,0.001815578,0.0004238753,0.0002309799,0.002139834,0.001592326,0.0007152463,0.004168023,0.09321072],"study_design_scores_gemma":[0.001288517,0.009351227,0.9631051,0.0007605796,0.001852083,0.002060932,0.0004781792,0.003520018,0.001457135,0.0008690566,0.01520061,0.00005656631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953377,0.0317886,0.002145353,0.00244089,0.000143627,0.00006516835,0.005889683,0.00003859889,0.004111024],"genre_scores_gemma":[0.9939885,0.002737183,0.0004602476,0.0003287682,0.000239875,0.00003060685,0.00204521,0.000008056993,0.0001616379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007403302,"threshold_uncertainty_score":0.03915286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823635195200638,"score_gpt":0.291334364398303,"score_spread":0.2730980124462966,"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."}}