{"id":"W2606095315","doi":"10.4103/apjon.apjon_16_17","title":"The various roles of oncology nurse specialists: An international perspective","year":2017,"lang":"en","type":"editorial","venue":"Asia-Pacific Journal of Oncology Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Oncology nursing; Nursing; Medicine; Oncology; Nurse education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006367497,0.0004815915,0.001609183,0.0004949349,0.002402836,0.0001268394,0.002293509,0.002596491,0.0002261895],"category_scores_gemma":[0.006913247,0.0003593096,0.0003893815,0.0001346189,0.001459679,0.0008750079,0.00008689724,0.007060986,0.00003697197],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007128434,"about_ca_system_score_gemma":0.0126693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707264,"about_ca_topic_score_gemma":0.0007583987,"domain_scores_codex":[0.9917077,0.003515996,0.002148462,0.0005036716,0.001270634,0.000853495],"domain_scores_gemma":[0.9750987,0.008809705,0.01051287,0.0008668815,0.004392467,0.0003193491],"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":[0.00376475,0.0008794405,0.0002037535,0.0000263378,0.0005403783,0.0002364098,0.02676266,0.000003012306,0.0000503065,0.002700378,0.8358228,0.1290098],"study_design_scores_gemma":[0.002220721,0.003416037,0.0003823466,0.001517201,0.0005910999,0.0002306105,0.125154,0.00001115866,0.000006542954,0.006679669,0.8595393,0.0002513665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003787779,0.001828339,0.00005886056,0.0168488,0.6685544,0.0003311039,0.00008562238,0.00001753772,0.3118965],"genre_scores_gemma":[0.01473727,0.004550807,0.001621432,0.00006239984,0.9724709,0.00001826775,0.00007095977,0.0001286654,0.006339291],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3055572,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393605481156128,"score_gpt":0.4899289368368178,"score_spread":0.450568388721205,"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."}}