{"id":"W4283011918","doi":"10.1016/s0016-5085(22)61844-4","title":"Mo1472: COLON-INVOLVING VERSUS NON-COLON-INVOLVING CROHN'S DISEASE CLASSIFICATION: IS THE MONTREAL CLASSIFICATION OUTDATED?","year":2022,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crohn's disease; Gastroenterology; Medicine; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004084113,0.0002914105,0.0004013819,0.0001705783,0.0008546456,0.00004282836,0.000473282,0.00009393703,0.0008664324],"category_scores_gemma":[0.0001074478,0.000257648,0.0002309938,0.0002487915,0.0003141733,0.0001662436,0.0002998149,0.0006402316,0.0001113162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340006,"about_ca_system_score_gemma":0.0002280023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313092,"about_ca_topic_score_gemma":0.000109907,"domain_scores_codex":[0.9974328,0.0002937412,0.0005860143,0.000603615,0.0004296139,0.0006542091],"domain_scores_gemma":[0.9982248,0.0001120063,0.0003646126,0.000960629,0.0001305984,0.0002073509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0300434,0.00156675,0.7755346,0.0002116151,0.0009992773,0.0008112023,0.005483244,0.0005033318,0.01245925,0.002070624,0.164609,0.005707676],"study_design_scores_gemma":[0.004791201,0.000906184,0.9506684,0.00002188032,0.0002941539,0.00003586873,0.004555818,0.0185874,0.00002366677,0.00008001929,0.01987702,0.0001584145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726923,0.0006059454,0.0002860466,0.02291581,0.001095858,0.0009594599,0.00006721323,0.0001538966,0.00122355],"genre_scores_gemma":[0.9925073,0.0001724051,0.00007981189,0.005212268,0.0001879816,0.0006079794,0.0003500437,0.00004917544,0.0008330803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1751337,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773009543189644,"score_gpt":0.2660009064437001,"score_spread":0.2382708110118036,"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."}}