{"id":"W3177590538","doi":"10.1016/j.jgo.2021.06.005","title":"When less may be more: Discontinuing docusate from a standardized hospital order set","year":2021,"lang":"en","type":"letter","venue":"Journal of Geriatric Oncology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canada Research Chairs; St. Michael's Hospital","funders":"","keywords":"Medicine; Polypharmacy; Scopus; Family medicine; MEDLINE; Intensive care medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007778594,0.0004508068,0.002258161,0.0003339893,0.00007522688,0.0001013367,0.0003400907,0.001059617,0.002463605],"category_scores_gemma":[0.0009624428,0.0003294624,0.0006997611,0.0002939466,0.0001321496,0.0002984706,0.0001890574,0.004705022,0.00001873269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038087,"about_ca_system_score_gemma":0.001612063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001044054,"about_ca_topic_score_gemma":0.000008043368,"domain_scores_codex":[0.9958955,0.0006643957,0.001446605,0.0004086018,0.001007423,0.0005774849],"domain_scores_gemma":[0.9947033,0.0017046,0.002226426,0.0003628471,0.0007152911,0.0002875506],"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":[0.001315392,0.0002386382,0.004321803,0.0001888717,0.001610985,0.02125205,0.001228037,0.000002130086,0.000132873,0.000001665165,0.9636249,0.006082659],"study_design_scores_gemma":[0.00777483,0.001488541,0.0007993578,0.0002043434,0.003400035,0.0008981985,0.0005525019,0.00001658454,0.00005760191,0.0001015123,0.9843608,0.0003457324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1102706,0.003676687,0.0002471026,0.8775774,0.006103644,0.000425027,0.0002456118,0.00001937305,0.00143457],"genre_scores_gemma":[0.01409521,0.004252889,0.01571381,0.9217341,0.03594517,0.00002089837,0.0007307393,0.000213886,0.007293302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09617539,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07884312072866058,"score_gpt":0.4003087351836572,"score_spread":0.3214656144549967,"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."}}