{"id":"W4318539678","doi":"10.1093/ecco-jcc/jjac190.0589","title":"P459 Hospitalization, use of biologics and surgery rates in inflammatory bowel diseases: a single-center comparative analysis between public and private healthcare systems in a tertiary unit from Latin America","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Health care; Socioeconomic status; Public health; Retrospective cohort study; Referral; Incidence (geometry); Cohort; Internal medicine; Disease; Emergency medicine; Pediatrics; Family medicine; Environmental health; Population; 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":[0.0007241495,0.0003073844,0.0005801229,0.001838889,0.000542792,0.001061941,0.0006215442,0.0005242692,0.002165777],"category_scores_gemma":[0.001964785,0.0003387649,0.000955309,0.002911557,0.0004209045,0.0006622763,0.0009424314,0.0003469166,0.0002119349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008989,"about_ca_system_score_gemma":0.0008246409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300561,"about_ca_topic_score_gemma":0.01995572,"domain_scores_codex":[0.9990928,0.0001862202,0.0001855129,0.0002242603,0.0001232996,0.0001878383],"domain_scores_gemma":[0.9979886,0.0002930883,0.001129971,0.0001065724,0.0001911315,0.0002906111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002992038,0.00001768431,0.9994799,0.0000165515,0.00003588638,0.00004485699,0.00006230955,0.00001014772,0.0000278341,0.00000573481,0.00004058262,0.0002284978],"study_design_scores_gemma":[0.000009657423,0.00007098078,0.9984899,0.00002215279,0.00004324221,0.0001895673,0.0008970382,0.0001169778,0.00001859394,0.00001309369,0.000125119,0.000003730911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998448,0.0003916804,0.00004213192,0.00004125524,0.000004889358,0.00001510095,0.0007791884,0.000002742611,0.0002750545],"genre_scores_gemma":[0.9992373,0.0001110171,0.0000315965,0.0000309533,0.00000819667,0.00001627311,0.0005234475,0.000001172197,0.00004002592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300561,"threshold_uncertainty_score":0.04574341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201559808943,"score_gpt":0.2693812641767576,"score_spread":0.2373656660873276,"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."}}