{"id":"W4391165411","doi":"10.1093/ecco-jcc/jjad212.0933","title":"P803 iGenoMed-MTT: A prospective multiomic study of response to molecularly targeted therapies in IBD","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine","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":[0.000611602,0.0003559907,0.0003924855,0.0004036189,0.000330148,0.0005884596,0.0002397127,0.0005679741,0.001400446],"category_scores_gemma":[0.0008240219,0.0001692509,0.0004317747,0.0005993778,0.0002059984,0.0003748901,0.0005093587,0.0005690698,0.0002837013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807206,"about_ca_system_score_gemma":0.0001271274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004843449,"about_ca_topic_score_gemma":0.0005109098,"domain_scores_codex":[0.9996974,0.0001037163,0.00002271352,0.0001041398,0.00003256716,0.00003945869],"domain_scores_gemma":[0.999396,0.00008670737,0.0002563147,0.0000695257,0.00004330061,0.0001483256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003976905,0.0002124759,0.9815794,0.00004925233,0.0003834618,0.0001513587,0.00006707732,0.0001656272,0.007858417,0.00005148042,0.0002632625,0.005241249],"study_design_scores_gemma":[0.0000458109,0.000620144,0.997893,0.000005535266,0.0001216012,0.0002269696,0.00005925155,0.0003503381,0.0003185838,0.00006282447,0.0002904733,0.000005537537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99906,0.0002383736,0.0001551867,0.00003519205,0.000005766593,0.00000870214,0.0003815369,0.000004654812,0.000110627],"genre_scores_gemma":[0.9993072,0.0000519625,0.0001387084,0.00003165231,0.00001219212,0.00001167425,0.0003078977,0.000002803398,0.0001360795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400446,"threshold_uncertainty_score":0.004684925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005263248603317675,"score_gpt":0.2529763354274481,"score_spread":0.2477130868241305,"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."}}