{"id":"W4310788336","doi":"10.4140/tcp.n.2022.600","title":"Many People Take Proton Pump Inhibitor Unnecessarily: Reflecting On Why to Consider Deprescribing","year":2022,"lang":"en","type":"article","venue":"The Senior Care Pharmacist","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deprescribing; Proton-pump inhibitor; Medicine; Intensive care medicine; Population; Polypharmacy; Internal medicine; Environmental health","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":[0.006762326,0.0002998687,0.0008617333,0.0006860155,0.004573934,0.003703297,0.0009487289,0.007675148,0.00692559],"category_scores_gemma":[0.04524594,0.000512895,0.001200554,0.0006588802,0.002763037,0.007840243,0.002121063,0.01186894,0.002076056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010969,"about_ca_system_score_gemma":0.003272959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009256068,"about_ca_topic_score_gemma":0.01358855,"domain_scores_codex":[0.9926006,0.002889486,0.0009574168,0.0004251652,0.002458315,0.0006689439],"domain_scores_gemma":[0.974379,0.009798325,0.004876512,0.0006324982,0.005640307,0.004673423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003227773,0.0005462741,0.1809902,0.001777382,0.0006193128,0.007093644,0.03985931,0.0002461414,0.002198039,0.003895065,0.5330839,0.2293679],"study_design_scores_gemma":[0.0002838738,0.00135595,0.1577409,0.01035301,0.000933981,0.02925023,0.2216333,0.00131039,0.002277472,0.02333799,0.550525,0.0009978248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07600327,0.01501464,0.001430029,0.8911461,0.005125421,0.00007710842,0.0001803701,0.0001313095,0.01089166],"genre_scores_gemma":[0.2994119,0.02325509,0.004416829,0.6620783,0.005609716,0.00008649839,0.000162392,0.0001462432,0.004833086],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009256068,"threshold_uncertainty_score":0.03576303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07523363418855676,"score_gpt":0.3824244900350168,"score_spread":0.3071908558464601,"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."}}