{"id":"W4406554693","doi":"10.1002/ueg2.12757","title":"Inter‐Rater Disagreements in Applying the Montreal Classification for Crohn's Disease: The Five‐Nations Survey Study","year":2025,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crohn's disease; Disease; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0753824,0.0004290444,0.0008510943,0.002914498,0.0009319506,0.00151045,0.00113629,0.000745518,0.0008115171],"category_scores_gemma":[0.08869082,0.0003441925,0.001609631,0.00192224,0.001625722,0.0012881,0.00240863,0.0006461753,0.0001562223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193441,"about_ca_system_score_gemma":0.001067428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008187554,"about_ca_topic_score_gemma":0.01050532,"domain_scores_codex":[0.9144531,0.06159225,0.01035584,0.003728631,0.008194322,0.0016758],"domain_scores_gemma":[0.9000833,0.05913958,0.021647,0.005201011,0.01201534,0.00191377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000318096,0.00003687946,0.9885028,0.0001156857,0.0003799222,0.00006286673,0.003798392,0.0002122728,0.0001257252,0.0001740781,0.0005701697,0.005703016],"study_design_scores_gemma":[0.00003700263,0.000207672,0.987541,0.000167211,0.0001416263,0.000262011,0.006395485,0.002994736,0.000356824,0.0003304113,0.001511076,0.00005497153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948707,0.0007260904,0.002159886,0.0001815202,0.00006329967,0.000254345,0.000397962,0.00002376247,0.001322521],"genre_scores_gemma":[0.9980074,0.0001389509,0.001052269,0.00004662094,0.00001116868,0.0002412835,0.0003602376,0.00001049496,0.0001315922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0753824,"threshold_uncertainty_score":0.398665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821771123463613,"score_gpt":0.2720673981092079,"score_spread":0.2538496868745718,"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."}}