{"id":"W4323351054","doi":"10.1093/jcag/gwac036.214","title":"A214 WOMEN WITH INFLAMMATORY BOWEL DISEASE HAVE INCREASED HEALTH-CARE UTILIZATION DURING PREGNANCY AND POSTPARTUM COMPARED TO THOSE WITHOUT INFLAMMATORY BOWEL DISEASE: A POPULATION-BASED COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Agricultural Research Institute of Ontario; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Pregnancy; Inflammatory bowel disease; Obstetrics; Postpartum period; Population; Rate ratio; Comorbidity; Health care; Cohort; Pediatrics; Disease; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006530425,0.0003643013,0.0003503051,0.0007940691,0.001092655,0.0008132096,0.0005047534,0.0005667666,0.001954459],"category_scores_gemma":[0.001372131,0.0006677245,0.000686558,0.001628903,0.0003111873,0.0005752948,0.0004650654,0.0007011309,0.0003843961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007419452,"about_ca_system_score_gemma":0.0008029814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07502855,"about_ca_topic_score_gemma":0.07633109,"domain_scores_codex":[0.9994006,0.0001140631,0.00006679159,0.0001826131,0.0001148777,0.0001210464],"domain_scores_gemma":[0.9994043,0.000068793,0.0002229161,0.0001043068,0.00007400342,0.0001256945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005755252,0.00003474625,0.9990869,0.00000475444,0.00005162001,0.00007122502,0.00009999207,0.000009247026,0.00009769532,0.000007076789,0.00008652874,0.0003926252],"study_design_scores_gemma":[0.00001826277,0.00008901025,0.998952,0.000007587071,0.0000514468,0.000205861,0.0003180787,0.00009975799,0.00002512561,0.00001124285,0.0002172738,0.000004337457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983163,0.0001596477,0.00008458543,0.00005340952,0.00000703964,0.00002468547,0.0009878934,0.000003779618,0.0003627632],"genre_scores_gemma":[0.9988139,0.000149183,0.00009740993,0.00005580567,0.00001044231,0.00003217094,0.0005592008,0.000002009954,0.0002797827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07502855,"threshold_uncertainty_score":0.1491836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109481998456093,"score_gpt":0.2673123152031309,"score_spread":0.2563641153575216,"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."}}