{"id":"W4323353264","doi":"10.1093/jcag/gwac036.197","title":"A197 INVESTIGATING THE PROTON-PUMP INHIBITOR USE PRECEDING AND POST AN INFLAMMATORY BOWEL DISEASE DIAGNOSIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Inflammatory bowel disease; Medicine; Medical prescription; Proton-pump inhibitor; Epidemiology; Internal medicine; Disease; Ulcerative colitis; Microbiome; Gastroenterology; Bioinformatics; Pharmacology","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":[0.00090937,0.000264474,0.0003386643,0.001657897,0.0004569545,0.0006418983,0.0004679202,0.0004870089,0.002235489],"category_scores_gemma":[0.003030996,0.0003008744,0.00074534,0.00247429,0.000248007,0.0004031868,0.0003851824,0.000350105,0.0003315475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007460759,"about_ca_system_score_gemma":0.000829147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02283891,"about_ca_topic_score_gemma":0.01928939,"domain_scores_codex":[0.9991799,0.0002147992,0.0001415183,0.0001837186,0.0001471353,0.0001329589],"domain_scores_gemma":[0.996542,0.0006375006,0.001837908,0.0001535829,0.000438116,0.0003908676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004388788,0.000009151891,0.9996151,0.00001012178,0.00001935494,0.00002871947,0.00001608511,0.000005206546,0.00004094352,0.000002626313,0.00002454668,0.0001842328],"study_design_scores_gemma":[0.000004663977,0.00009715415,0.9992703,0.00001424023,0.00004238478,0.0001595812,0.0001176201,0.00005482226,0.00006252908,0.000004067388,0.000171056,0.000001646253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973899,0.0007625386,0.00007990249,0.00003966486,0.000009219803,0.00002859101,0.001186743,0.000002908043,0.0005005102],"genre_scores_gemma":[0.9985439,0.0002303186,0.000113368,0.00004099172,0.00001593888,0.0000249087,0.000785796,0.000001276755,0.0002434907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283891,"threshold_uncertainty_score":0.04541194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009164400330961905,"score_gpt":0.2224682190945869,"score_spread":0.213303818763625,"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."}}