{"id":"W4375954872","doi":"10.2196/42574","title":"Health Status, Quality of Life, Psychosocial Well-being, and Wearables Data of Patients With Active Ulcerative Colitis Receiving Filgotinib Therapy (FilgoColitis Study): Protocol for a Real-world Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Galápagos","keywords":"Medicine; Psychosocial; Quality of life (healthcare); Ulcerative colitis; Physical therapy; Observational study; Inflammatory bowel disease; Disease; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01604722,0.00303773,0.003988806,0.001629496,0.002966361,0.001832174,0.001503616,0.002647029,0.01610071],"category_scores_gemma":[0.01083149,0.001194008,0.00301148,0.002233166,0.002134176,0.001862238,0.001686979,0.003002498,0.004752174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161531,"about_ca_system_score_gemma":0.009284161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185602,"about_ca_topic_score_gemma":0.002717495,"domain_scores_codex":[0.9901294,0.005968423,0.001337304,0.001060793,0.0006984427,0.0008057036],"domain_scores_gemma":[0.9913147,0.001320956,0.001630501,0.001539668,0.002808245,0.001385965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6245719,0.07938921,0.06872474,0.026977,0.003092338,0.002385482,0.004190126,0.007762728,0.01223946,0.006449708,0.06196515,0.1022521],"study_design_scores_gemma":[0.3552567,0.1780607,0.2589314,0.009062303,0.00199842,0.001037201,0.003066891,0.005028537,0.00548232,0.005103782,0.176057,0.0009146489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03186345,0.0005354829,0.003184472,0.0003446073,0.0001889786,0.9521118,0.009552003,0.00008264629,0.002136554],"genre_scores_gemma":[0.01115123,0.0001286381,0.002139968,0.0001280098,0.00003657016,0.9845201,0.001617228,0.000006700444,0.0002715701],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01610071,"threshold_uncertainty_score":0.08486676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3279165524238272,"score_gpt":0.5673270415998335,"score_spread":0.2394104891760063,"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."}}