{"id":"W4383670165","doi":"10.1093/ecco-jcc/jjad117","title":"Declining Trends of Reoperations and Disease Behaviour Progression in Crohn’s Disease over Different Therapeutic Eras—A Prospective, Population-Based Study from Western Hungary between 1977–2020, Data from the Veszprem Cohort","year":2023,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Nemzeti Kutatási, Fejlesztési és Innovaciós Alap","keywords":"Medicine; Cohort; Interquartile range; Population; Prospective cohort study; Crohn's disease; Cohort study; Internal medicine; Disease; Surgery; Pediatrics","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":[0.0005907746,0.000224383,0.0003519806,0.001225673,0.0002692057,0.0008004187,0.0003401064,0.0003201554,0.0007810247],"category_scores_gemma":[0.000966217,0.0002573043,0.0004876165,0.001275847,0.0003087304,0.0005107192,0.0004960527,0.0004312949,0.000185484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915262,"about_ca_system_score_gemma":0.0003753241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009164949,"about_ca_topic_score_gemma":0.007391936,"domain_scores_codex":[0.9995589,0.00005863015,0.00006637353,0.0001415087,0.00008866128,0.00008596281],"domain_scores_gemma":[0.9990568,0.00009096478,0.000476045,0.00007709192,0.0001201185,0.0001790258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008522226,0.0000173477,0.9986801,0.000008293187,0.00004845317,0.00007831286,0.00008056901,0.00003131431,0.00009767818,0.00001162071,0.00008901183,0.0007720292],"study_design_scores_gemma":[0.000002354442,0.0000227246,0.9996463,0.000002314563,0.00001019369,0.0001088083,0.00008554292,0.00003601813,0.00001505008,0.000003861044,0.00006526177,0.000001402894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987025,0.0002273271,0.00004459676,0.00001780572,0.000003839617,0.000005842479,0.0008225018,0.000002298675,0.0001733614],"genre_scores_gemma":[0.9985587,0.0001399227,0.00005022385,0.00001462997,0.000007947066,0.000006761403,0.00114065,0.000001790985,0.00007944168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009164949,"threshold_uncertainty_score":0.01822323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305276650754433,"score_gpt":0.3185469543107788,"score_spread":0.2954941878032344,"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."}}