{"id":"W4283574406","doi":"10.1016/j.xkme.2022.100509","title":"Pharmacy Practice Standards for Outpatient Nephrology Settings","year":2022,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Research Manitoba","funders":"Otsuka America; Minneapolis Heart Institute; AstraZeneca; Pfizer","keywords":"Pharmacy; Pharmacy practice; Medicine; Nephrology; Internal medicine; Family medicine; Medical education","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":[0.08092926,0.0008516659,0.0009924255,0.00708097,0.003993477,0.008307481,0.005656641,0.005706494,0.009229284],"category_scores_gemma":[0.1934441,0.001057149,0.002155426,0.005510479,0.002263508,0.005322103,0.006751404,0.007382048,0.005575194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365703,"about_ca_system_score_gemma":0.07074416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461095,"about_ca_topic_score_gemma":0.03033119,"domain_scores_codex":[0.8820816,0.0361239,0.02928804,0.003900697,0.04471659,0.00388917],"domain_scores_gemma":[0.6369503,0.05409692,0.02646729,0.02483691,0.2422839,0.01536477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001333851,0.001751657,0.02454836,0.002629519,0.00009301885,0.0005745,0.007049693,0.003096054,0.001826686,0.04769531,0.3500587,0.5605432],"study_design_scores_gemma":[0.0002340195,0.0006182452,0.05238579,0.006929154,0.00007085286,0.001355662,0.005592319,0.003171781,0.001784133,0.02128724,0.906369,0.0002018121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04556627,0.01561302,0.2295528,0.2135583,0.01250989,0.03552957,0.004698832,0.006159455,0.4368118],"genre_scores_gemma":[0.1663098,0.009855238,0.7140926,0.03596736,0.001791824,0.02137607,0.008588836,0.001109947,0.04090826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08092926,"threshold_uncertainty_score":0.428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09662556861076871,"score_gpt":0.4539715419914214,"score_spread":0.3573459733806527,"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."}}