{"id":"W4207073682","doi":"10.1093/ecco-jcc/jjab232.572","title":"P445 Is objective disease monitoring strategy tailored to the presence of clinical symptoms, a prospective cohort study from a tertiary IBD center from Hungary","year":2022,"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":"McGill University Health Centre","funders":"","keywords":"Medicine; Colonoscopy; Internal medicine; Crohn's disease; Cohort; Disease; Inflammatory bowel disease; Prospective cohort study; Clinical trial; Colorectal cancer","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":[0.0005282047,0.0003391855,0.0005654039,0.0006742518,0.0007997528,0.001158015,0.0003853392,0.0003532549,0.002517094],"category_scores_gemma":[0.001485987,0.000370687,0.0005894523,0.001121545,0.0003754355,0.0003869933,0.0005343141,0.0005281511,0.0004585941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743753,"about_ca_system_score_gemma":0.0008488327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009816623,"about_ca_topic_score_gemma":0.008449617,"domain_scores_codex":[0.9993141,0.0001384791,0.00006769864,0.0001773066,0.0001024891,0.0002000009],"domain_scores_gemma":[0.9991096,0.000139449,0.0002880693,0.00008684843,0.0001427393,0.0002333319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001994128,0.0001162264,0.9973463,0.00001490479,0.00004795131,0.0005219583,0.0002166318,0.00002142721,0.0002147591,0.00001163615,0.0001402687,0.001148466],"study_design_scores_gemma":[0.00002686483,0.0002169492,0.9980003,0.000007738939,0.00004487743,0.0007241275,0.0006258353,0.00009679935,0.00004992792,0.000009190024,0.0001928688,0.000004561408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995981,0.00006531704,0.00004646275,0.00001776333,0.000003098561,0.00001272799,0.0001055685,0.000001097206,0.0001499643],"genre_scores_gemma":[0.9995171,0.00005703108,0.00004335246,0.00004212718,0.00001050069,0.00001020103,0.0002037397,0.000001977406,0.0001139748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009816623,"threshold_uncertainty_score":0.01951897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053736386997912,"score_gpt":0.2869320836295621,"score_spread":0.276394719759583,"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."}}