{"id":"W2055527634","doi":"10.1002/ibd.20804","title":"Upper gastrointestinal tract phenotype of Crohnʼs disease is associated with early surgery and further hospitalization","year":2008,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastrointestinal tract; Crohn's disease; Disease; Phenotype; Gastroenterology; Crohn disease; Clinical phenotype; Internal medicine; Biology; Genetics; Gene","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":[0.0001057823,0.0003412259,0.0002578351,0.0001077642,0.000152925,0.00003097005,0.0001550023,0.00008526161,0.0001011087],"category_scores_gemma":[0.0004222734,0.0003200236,0.0001897396,0.00009904388,0.0003946527,0.00004243483,0.00007295416,0.00007815555,0.0000122627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002374636,"about_ca_system_score_gemma":0.0004688954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007343303,"about_ca_topic_score_gemma":0.000006026897,"domain_scores_codex":[0.9982373,0.000130141,0.000404657,0.0004861358,0.0003677412,0.0003740186],"domain_scores_gemma":[0.9984097,0.00005259558,0.0003006682,0.0004661547,0.000303762,0.0004670867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212256,0.0002902166,0.9945632,0.0001065436,0.00007914865,0.000953224,0.0001328114,0.00005415313,0.000949992,0.00002882191,0.001583465,0.00004618027],"study_design_scores_gemma":[0.0007236658,0.0001095252,0.9979111,0.0001757231,0.0001260594,0.00002941046,0.00004041011,0.00006512814,0.0002611141,0.00004833352,0.0001214094,0.0003880962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983919,0.0005291898,0.0001022886,0.00005007092,0.00005085419,0.0003217607,0.0004029703,0.00005944801,0.00009157834],"genre_scores_gemma":[0.9989359,0.00006753716,0.00004770076,0.0002249615,0.000125151,0.00004863752,0.000298616,0.00007276059,0.0001786799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347938,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007208058550580671,"score_gpt":0.2016806814728211,"score_spread":0.1944726229222404,"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."}}