{"id":"W3134876520","doi":"10.1093/jcag/gwab002.077","title":"A79 PROVINCIAL DATA IN ALBERTA REVEAL A CLEAR NEED TO ADDRESS OVERPRESCRIBING OF PROTON PUMP INHIBITORS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Medical prescription; Deprescribing; Medicine; Pharmacy; Defined daily dose; Primary care; Family medicine; Pharmacoepidemiology; Emergency medicine; Pediatrics; Intensive care medicine; Pharmacology; Polypharmacy","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":[0.001180974,0.0002053135,0.0003361162,0.002241991,0.001386326,0.001793587,0.001120792,0.0003203997,0.004255613],"category_scores_gemma":[0.004456479,0.0002008444,0.0004457452,0.006316229,0.0004034498,0.0002843723,0.0006740594,0.00050109,0.0003407052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02445618,"about_ca_system_score_gemma":0.05480541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927899,"about_ca_topic_score_gemma":0.9956564,"domain_scores_codex":[0.9975452,0.0001589588,0.0001135232,0.0001623848,0.001551536,0.0004683631],"domain_scores_gemma":[0.9923254,0.00100111,0.001582209,0.0001888327,0.003934357,0.0009680783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001848939,0.00005583202,0.9200127,0.0004666962,0.000111207,0.0002857192,0.0007161426,0.0009869479,0.0004487023,0.00118395,0.03505852,0.04048876],"study_design_scores_gemma":[0.00002644936,0.00001896299,0.977695,0.0001042638,0.00004223517,0.0000759302,0.000856797,0.0009577975,0.0002022788,0.0001066145,0.01990066,0.00001299094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8037392,0.005138245,0.001501759,0.01066395,0.0001734499,0.0003239806,0.1154686,0.0003324276,0.06265837],"genre_scores_gemma":[0.953018,0.002178356,0.002321372,0.00202809,0.00006518016,0.00008168246,0.02706354,0.00003554076,0.01320821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02445618,"threshold_uncertainty_score":0.1774429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462448200190549,"score_gpt":0.3126927352610183,"score_spread":0.2780682532591128,"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."}}