{"id":"W4388204956","doi":"10.1200/op.2023.19.11_suppl.389","title":"Safe and reliable inpatient chemotherapy administration: Impact of an ambulatory oncology pharmacist.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre","funders":"","keywords":"Pharmacist; Psychological intervention; Medicine; Ambulatory; Clinical pharmacy; Family medicine; Patient satisfaction; Patient safety; Adverse effect; Health care; Nursing; Emergency medicine; Medical emergency; Internal medicine; Pharmacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288375,0.0001985031,0.0005426268,0.0001647571,0.0001107652,0.00001498946,0.0001035944,0.0002601116,0.000554885],"category_scores_gemma":[0.0008646385,0.0001656121,0.0001122316,0.0003989714,0.0002013254,0.0007314542,0.00006659106,0.0005873606,0.0001433818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369772,"about_ca_system_score_gemma":0.001007435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007748351,"about_ca_topic_score_gemma":0.000007928046,"domain_scores_codex":[0.9980674,0.0004009293,0.0005367201,0.0003518875,0.0002986045,0.000344456],"domain_scores_gemma":[0.9965023,0.00201542,0.0005580815,0.0003100503,0.0002321397,0.0003819604],"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":[0.1079673,0.02094525,0.3063385,0.0009317698,0.003788339,0.004661221,0.009270441,0.0003019011,0.04169817,0.001861833,0.07852169,0.4237135],"study_design_scores_gemma":[0.007453986,0.0138168,0.03905099,0.00002024208,0.0005205388,0.001057346,0.0006643561,0.005040753,0.001757254,0.00008551885,0.9303286,0.0002036023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444543,0.0002033805,0.00001349942,0.01243269,0.0004766292,0.0006601696,0.00001483812,0.0001028949,0.04164167],"genre_scores_gemma":[0.9878203,0.001518695,0.003314806,0.006259787,0.0002122102,0.00003582183,0.00008210028,0.00003073915,0.0007255739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8518069,"threshold_uncertainty_score":0.6753466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556522969774983,"score_gpt":0.5328059409159762,"score_spread":0.3771536439384779,"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."}}