{"id":"W4394688627","doi":"10.2147/ppa.s446861","title":"Real-World Maintenance Phase Persistence on Ustekinumab and Adalimumab in Ulcerative Colitis","year":2024,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs; American Gastroenterological Association","keywords":"Ustekinumab; Adalimumab; Medicine; Ulcerative colitis; Vedolizumab; Internal medicine; Cohort; Retrospective cohort study; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009693642,0.0001935994,0.0001314625,0.00007620699,0.00006830604,0.00008108847,0.0001006403,0.00006734653,0.00003768367],"category_scores_gemma":[0.00005077762,0.0001731693,0.00003260905,0.0001097379,0.0001452112,0.00002076634,0.00009523781,0.000134922,0.00001216721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003146459,"about_ca_system_score_gemma":0.0001170378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004132685,"about_ca_topic_score_gemma":0.0006550038,"domain_scores_codex":[0.9987289,0.00008675982,0.0002087081,0.0005577838,0.0001528744,0.0002650118],"domain_scores_gemma":[0.9995369,0.00002847425,0.00004558535,0.0002131132,0.00005284969,0.0001231289],"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":[0.02018088,0.002405565,0.1010719,0.003415176,0.000492053,0.003999561,0.0182976,0.0004185851,0.1135762,0.08499253,0.008659586,0.6424903],"study_design_scores_gemma":[0.01209417,0.01141817,0.8725129,0.00667156,0.0001652778,0.0001088008,0.005412172,0.01662152,0.04077436,0.006020449,0.02469029,0.003510373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925981,0.0002536969,0.00004318418,0.00004303522,0.0001026493,0.0003356609,0.00008847244,0.00002072552,0.006514547],"genre_scores_gemma":[0.9979377,0.000714176,0.0001082572,0.0001344283,0.00003550512,0.0001059007,0.00003021659,0.0000135562,0.0009202863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7714409,"threshold_uncertainty_score":0.7061641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134115015167831,"score_gpt":0.2778108195698491,"score_spread":0.2464696694181708,"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."}}