{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008027493,0.00007393053,0.00004654217,0.00001785176,0.00004312067,0.00006706322,0.00006942247,0.00008221357,0.00006290946],"category_scores_gemma":[0.00007080478,0.00007082606,0.00008102999,0.00002535077,0.00003009492,0.000003266335,0.00002945838,0.00003742568,0.00005897988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000142268,"about_ca_system_score_gemma":0.00009499513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002134014,"about_ca_topic_score_gemma":0.00001820635,"domain_scores_codex":[0.9995131,0.00002189312,0.00007980126,0.0001989388,0.00004939225,0.000136799],"domain_scores_gemma":[0.9997325,0.0000116277,0.00001120447,0.000143988,0.00004922503,0.00005148406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002662565,0.00009296418,0.0007008872,0.0006819168,0.0004362839,0.0004926755,0.0005453376,0.00005480502,0.07206268,0.03476827,0.7675983,0.1199033],"study_design_scores_gemma":[0.0009483678,0.0001313317,0.03445926,0.00003030485,0.00003101058,0.0000148166,0.00006211713,0.0007382379,0.03493895,0.001512962,0.9269143,0.0002183761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834999,0.0006479837,0.002803046,0.0005665885,0.000536311,0.0004326282,0.000328479,0.00005690393,0.01112816],"genre_scores_gemma":[0.9941354,0.00002561673,0.0004351389,0.0004283725,0.000866617,0.000127209,0.0001622459,0.00002207983,0.003797314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159316,"threshold_uncertainty_score":0.2888203,"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."}}