{"id":"W2891883151","doi":"10.4212/cjhp.v71i4.2828","title":"Inappropriate Prescription of Proton Pump Inhibitors in a Community Setting","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Quebec Network for Research on Aging; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Medical prescription; Internal medicine; Ambulatory; Proton-pump inhibitor; Reflux; Gastroenterology; Disease; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009895341,0.0002162276,0.0004376741,0.001237884,0.001114922,0.0009909208,0.0006759092,0.0007168479,0.003037538],"category_scores_gemma":[0.005844494,0.000417617,0.0004680099,0.002247537,0.0005568699,0.0006795184,0.0009710098,0.001032716,0.0003305505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793556,"about_ca_system_score_gemma":0.002893609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1258731,"about_ca_topic_score_gemma":0.1418247,"domain_scores_codex":[0.99791,0.0005613684,0.0002574884,0.0003638382,0.0005438692,0.000363473],"domain_scores_gemma":[0.9928228,0.000879179,0.003765492,0.0002662623,0.001092024,0.001174161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008815993,0.00006437475,0.9970919,0.00003671644,0.00003089845,0.0003718135,0.0001996197,0.00002067367,0.00006534479,0.00001528092,0.0005339236,0.001481405],"study_design_scores_gemma":[0.00001497813,0.00009990094,0.9979023,0.00004409066,0.00001544307,0.0005431225,0.0009206019,0.0002024543,0.00003474864,0.00001844135,0.000191893,0.00001196662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981259,0.0002046459,0.00003639025,0.0002679813,0.00001272358,0.00003875115,0.0005763656,0.00000345376,0.0007337634],"genre_scores_gemma":[0.99926,0.0001453749,0.00003465444,0.0001414518,0.000015708,0.00001693568,0.0002881835,0.00000132304,0.0000963144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258731,"threshold_uncertainty_score":0.2502809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101376487697694,"score_gpt":0.298535901279318,"score_spread":0.277522136402341,"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."}}