{"id":"W4400192884","doi":"10.1136/gutjnl-2024-bsg.169","title":"P87 Response trajectory by clinical decision support tool probability groups in Crohn’s disease: pooled analysis of GEMINI 2, VISIBLE 2, VERSIFY","year":2024,"lang":"en","type":"article","venue":"Poster presentations","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":"Trajectory; Crohn's disease; Disease; Computer science; Decision support system; Artificial intelligence; Control theory (sociology); Medicine; Internal medicine; Physics; Control (management)","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":[0.0316112,0.001642748,0.006689875,0.001599282,0.0002769143,0.002247889,0.0008534653,0.001521605,0.003094569],"category_scores_gemma":[0.04540128,0.0007035274,0.02788984,0.002085086,0.0005016322,0.001651471,0.00143806,0.001637199,0.0003103613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000715647,"about_ca_system_score_gemma":0.0009540161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036487,"about_ca_topic_score_gemma":0.001854014,"domain_scores_codex":[0.9666473,0.02616059,0.002662977,0.002201419,0.001627769,0.0007000054],"domain_scores_gemma":[0.9577122,0.03207418,0.005622128,0.002804077,0.001257526,0.0005298912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.1819337,0.0002963249,0.06524725,0.01335855,0.6936634,0.0001248838,0.0002404007,0.003697149,0.0006305377,0.0003208423,0.003307243,0.03717958],"study_design_scores_gemma":[0.02955591,0.01715458,0.1946323,0.002387807,0.7317343,0.0002311728,0.0004222022,0.01357877,0.001163068,0.002708178,0.006169876,0.0002619703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060264,0.1518306,0.01926271,0.001559832,0.001241525,0.001691733,0.01463706,0.00041084,0.003339349],"genre_scores_gemma":[0.9869364,0.00420491,0.002955196,0.0004524191,0.0002250741,0.001484784,0.002992937,0.000057275,0.0006909564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0316112,"threshold_uncertainty_score":0.167178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172448431544345,"score_gpt":0.3333336067825255,"score_spread":0.316088763628091,"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."}}