{"id":"W4400883057","doi":"10.1001/jama.2024.12414","title":"Risankizumab for Ulcerative Colitis","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Ulcerative colitis; Monoclonal antibody; Monoclonal; Colitis; Gastroenterology; Internal medicine; Immunology; Dermatology; Antibody; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009548481,0.0003066077,0.0005784224,0.0002087378,0.0001860625,0.0002994116,0.0002653426,0.0005268807,0.005626623],"category_scores_gemma":[0.0008611058,0.00009085402,0.0005358178,0.0001999334,0.000328222,0.0002142263,0.0002330669,0.001005691,0.0008559712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302545,"about_ca_system_score_gemma":0.0006104097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008011,"about_ca_topic_score_gemma":0.0005667795,"domain_scores_codex":[0.9996463,0.0001828497,0.00004329114,0.00003739889,0.00005623229,0.00003392488],"domain_scores_gemma":[0.9994782,0.000163829,0.0001541815,0.00002692235,0.00004671263,0.0001302252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.06547721,0.001690519,0.009795694,0.009991773,0.0008177376,0.0007343173,0.0001011718,0.0006164323,0.0141714,0.001801126,0.0395375,0.8552651],"study_design_scores_gemma":[0.2217976,0.1510985,0.1270949,0.006870478,0.004958462,0.008087353,0.0002584478,0.002207801,0.02122737,0.005105895,0.4511622,0.0001310833],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3754336,0.5615535,0.001604137,0.01764918,0.003491213,0.001259128,0.00114442,0.0004180016,0.03744671],"genre_scores_gemma":[0.8794419,0.09529509,0.00254177,0.008247831,0.002566464,0.0006797952,0.001183064,0.00002061293,0.01002341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005626623,"threshold_uncertainty_score":0.01882291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008097884642097566,"score_gpt":0.2617728569247335,"score_spread":0.253674972282636,"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."}}