{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466993,0.0002811575,0.0003276674,0.0001350871,0.0008336036,0.00005808947,0.0001940952,0.00003079106,0.0004811247],"category_scores_gemma":[0.00009805588,0.0002057464,0.0001662156,0.0004260301,0.00003457929,0.00006105837,0.0002574133,0.0005641196,0.0001564853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440055,"about_ca_system_score_gemma":0.00009917255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039948,"about_ca_topic_score_gemma":0.00001809715,"domain_scores_codex":[0.9978803,0.0001928898,0.0002845136,0.0004759717,0.0006699032,0.0004964296],"domain_scores_gemma":[0.9989522,0.0001111633,0.0001012991,0.0004731107,0.0001175792,0.0002447049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01403863,0.003587133,0.530055,0.002095463,0.002775274,0.01799729,0.1067361,0.004007983,0.1823856,0.000466503,0.05125177,0.08460323],"study_design_scores_gemma":[0.0280124,0.006016257,0.01941475,0.000374142,0.002198046,0.003370736,0.01999406,0.0009673513,0.7916989,0.0002230326,0.126523,0.001207311],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891898,0.0001471718,0.00002259966,0.001979349,0.0006684636,0.002596718,0.00009837493,0.000182616,0.005114887],"genre_scores_gemma":[0.9927688,0.000003724921,0.0001528307,0.004922951,0.0003340557,0.0007271055,0.00007514928,0.00006997553,0.0009453621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093133,"threshold_uncertainty_score":0.8390095,"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."}}