{"id":"W4207078507","doi":"10.1093/ecco-jcc/jjab232.055","title":"DOP16 Categorizing endoscopic severity of Crohn’s Disease using the Modified Multiplier SES-CD (MM-SES-CD)","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":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Crohn's disease; Disease; Severity of illness; Post-hoc analysis; Clinical Practice; Physical therapy","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":[0.007914106,0.0008021753,0.001309472,0.002050342,0.0002076024,0.00108377,0.0007595056,0.0003524993,0.009787535],"category_scores_gemma":[0.009837154,0.0002802511,0.002090938,0.002064955,0.0003385879,0.000578785,0.000956226,0.0005760185,0.0009067031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313689,"about_ca_system_score_gemma":0.0005205428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000621386,"about_ca_topic_score_gemma":0.001221649,"domain_scores_codex":[0.9940313,0.003130069,0.001058976,0.000706318,0.0009315567,0.0001418794],"domain_scores_gemma":[0.9931959,0.002637133,0.002906802,0.0003144736,0.0006985237,0.0002471403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03292186,0.0002891214,0.7729864,0.006624846,0.01059299,0.0001332816,0.0002427078,0.002252122,0.003310112,0.001333891,0.007821928,0.1614907],"study_design_scores_gemma":[0.00372603,0.008115146,0.9289185,0.001153069,0.005545153,0.001130223,0.0002845585,0.007723499,0.003816304,0.002716737,0.03671553,0.0001551722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868543,0.03876196,0.01872104,0.0008547997,0.0004820199,0.004394519,0.04576786,0.0003245141,0.02215042],"genre_scores_gemma":[0.961605,0.00248141,0.01786488,0.0002156234,0.0001689609,0.002732571,0.01127768,0.00004745154,0.003606494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009787535,"threshold_uncertainty_score":0.04185432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416871966859779,"score_gpt":0.2534605146334208,"score_spread":0.2392917949648231,"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."}}