{"id":"W4207084924","doi":"10.1093/ecco-jcc/jjab232.755","title":"P629 Evolution of disease phenotype, time to biological therapy and medium-, long-term surgery rates in Crohn’s disease patients in Western Hungary – a population-based study between 2007–2018, data from the Veszprem county cohort","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Disease; Crohn's disease; Population; Incidence (geometry); Prospective cohort study; Cohort; Internal medicine; Cohort study; Inflammatory bowel disease; Surgery","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":[0.0003414667,0.0001510202,0.0003509908,0.000973971,0.0002362038,0.0006362321,0.0003062081,0.0002111968,0.001031589],"category_scores_gemma":[0.0007466991,0.0002280144,0.0003616281,0.00112808,0.0002420221,0.0003226348,0.000434515,0.0002393208,0.0002006186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659373,"about_ca_system_score_gemma":0.0001835441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00493617,"about_ca_topic_score_gemma":0.00347753,"domain_scores_codex":[0.9996137,0.00006125859,0.00006331984,0.0001085345,0.0000787328,0.00007453184],"domain_scores_gemma":[0.9995091,0.00006146771,0.000252139,0.00004775997,0.00005372774,0.00007577144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009838958,0.00002207272,0.9984261,0.00001055781,0.00005314178,0.0001679781,0.00005937588,0.00003308474,0.0002000095,0.000009162502,0.00007997178,0.0008401117],"study_design_scores_gemma":[0.000004421784,0.00002009555,0.9995394,0.000001998757,0.00001041202,0.0001851422,0.00009123632,0.00004577096,0.00002718303,0.000003732542,0.00006950916,0.000001071746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993091,0.00009227599,0.00002689144,0.000007541636,0.00000167034,0.000003404505,0.0004344805,9.929278e-7,0.0001236609],"genre_scores_gemma":[0.9990848,0.00006163312,0.00002674152,0.000006847294,0.000004532013,0.000005047169,0.0007471424,8.789941e-7,0.00006225184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00493617,"threshold_uncertainty_score":0.009814858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978485780526369,"score_gpt":0.2630207457403483,"score_spread":0.2432358879350846,"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."}}