{"id":"W4316081537","doi":"10.14309/01.ajg.0000859944.44760.c4","title":"S826 Baseline and Early Predictors of Response to Risankizumab Induction and Maintenance Treatment in Patients With Moderate to Severe Crohn's Disease","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Crohn's disease; Internal medicine; Crohn disease; Disease; Baseline (sea); Gastroenterology","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":[0.001653681,0.0002676818,0.000870659,0.000363777,0.0001690709,0.0004213718,0.0001865723,0.0004388409,0.001514837],"category_scores_gemma":[0.002754535,0.0001889338,0.001072198,0.0006622634,0.000137657,0.0002799253,0.0002415592,0.0004553673,0.0002050139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139268,"about_ca_system_score_gemma":0.0002765829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004176312,"about_ca_topic_score_gemma":0.0008880541,"domain_scores_codex":[0.9993541,0.0002581314,0.0001041835,0.0001111196,0.0001136059,0.00005875077],"domain_scores_gemma":[0.9964237,0.001453401,0.001374668,0.0001496344,0.0002160076,0.0003824901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005960961,0.00006016158,0.9880224,0.00007355948,0.0005068648,0.00005840555,0.00002451149,0.0001329453,0.0004518958,0.00001109156,0.0001982287,0.00449887],"study_design_scores_gemma":[0.0002048099,0.001402157,0.997062,0.00001980489,0.0002619101,0.0001719189,0.00002965721,0.0004635891,0.0000992014,0.00002177894,0.0002575952,0.000005499337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979995,0.001129066,0.0000866024,0.00005304015,0.000009547241,0.00001004304,0.0004347495,0.000003667985,0.0002738502],"genre_scores_gemma":[0.9989117,0.0001310357,0.00008691772,0.00002705102,0.00002408867,0.000009810114,0.0007129309,0.000001138848,0.00009524502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001653681,"threshold_uncertainty_score":0.008745611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003078389107175266,"score_gpt":0.1982219729456485,"score_spread":0.1951435838384733,"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."}}