{"id":"W4323350735","doi":"10.1093/jcag/gwac036.222","title":"A222 EFFECT OF CLINICAL FACTORS ON IBD TREATMENT RESPONSE: FINDINGS FROM A NOVEL SINGLE CENTER PATIENT REGISTRY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Disease; Single Center; Crohn's disease; Colonoscopy; Maintenance therapy; Colorectal cancer; Cancer; Chemotherapy","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":[0.007084565,0.0002626194,0.0007733215,0.002243259,0.0008132073,0.001487845,0.0008725908,0.0005107496,0.002719164],"category_scores_gemma":[0.02060499,0.0003222958,0.0007889302,0.00372545,0.0005177181,0.001020096,0.001699589,0.000535205,0.0006572652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795957,"about_ca_system_score_gemma":0.001598684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137055,"about_ca_topic_score_gemma":0.004341442,"domain_scores_codex":[0.9899139,0.004740979,0.001385775,0.001849362,0.001529688,0.0005802655],"domain_scores_gemma":[0.9542606,0.01313399,0.01997113,0.006160372,0.004027038,0.00244697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002666752,0.0001093767,0.997084,0.00001618128,0.00004934628,0.00008298942,0.0001398429,0.00005077427,0.0001595199,0.00002419044,0.0002109174,0.001806248],"study_design_scores_gemma":[0.00006295155,0.0007892649,0.9955925,0.00002173173,0.0001097413,0.0006965913,0.0008863785,0.0006657845,0.0003634196,0.00002861973,0.000765043,0.00001796341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970574,0.00009904763,0.000421708,0.00007045351,0.00001012893,0.00007245359,0.001727712,0.0000167431,0.0005242776],"genre_scores_gemma":[0.997615,0.00005857112,0.0004071376,0.00005271771,0.00001720497,0.00009693921,0.001638927,0.000008501587,0.0001050482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007084565,"threshold_uncertainty_score":0.03746718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416406796663017,"score_gpt":0.2633954969771315,"score_spread":0.2492314290105014,"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."}}