{"id":"W2151593637","doi":"10.1177/1078155211434852","title":"The oncology pharmacy in cancer care delivery in a resource-constrained setting in western Kenya","year":2012,"lang":"en","type":"article","venue":"Journal of Oncology Pharmacy Practice","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Eli Lilly and Company","keywords":"Medicine; Pharmacy; Multidisciplinary approach; Health care; Cancer; Resource (disambiguation); Oncology; Intensive care medicine; Family medicine; Nursing; Internal medicine; Economic growth","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01101884,0.0002740175,0.000759423,0.0005912466,0.0003711079,0.00001687124,0.0005367305,0.0002292089,0.0002059053],"category_scores_gemma":[0.005752639,0.0002156045,0.0001070034,0.0005940023,0.0001789676,0.001223065,0.0002371619,0.005011476,0.00007365667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692153,"about_ca_system_score_gemma":0.00724482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639165,"about_ca_topic_score_gemma":0.004127425,"domain_scores_codex":[0.9899023,0.005953534,0.002211111,0.0002461262,0.0004189489,0.001267945],"domain_scores_gemma":[0.9701689,0.02630994,0.002542794,0.0001842297,0.0005077491,0.0002863068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00669941,0.0008660341,0.844139,0.0001151919,0.0001141441,0.001257074,0.05025535,0.0003799885,0.001042369,0.00002655852,0.004779275,0.09032559],"study_design_scores_gemma":[0.01774535,0.000206808,0.04326909,0.0004949586,0.000172333,0.0005934453,0.04815557,0.0002897263,0.0001071972,0.000009383768,0.8887539,0.0002022449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288399,0.005855462,0.00001328478,0.04711796,0.003803735,0.0006942996,0.000007999769,0.00001807171,0.01364932],"genre_scores_gemma":[0.9839507,0.003728755,0.001077173,0.009107168,0.0018189,0.00008578487,0.000002367924,0.00004435772,0.0001847989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8839746,"threshold_uncertainty_score":0.9983832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09835412392973755,"score_gpt":0.5221202188851748,"score_spread":0.4237660949554373,"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."}}