{"id":"W2054571480","doi":"10.1097/ncc.0b013e31824afadf","title":"The Context of Oncology Nursing Practice","year":2012,"lang":"en","type":"review","venue":"Cancer Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Cancer Care Ontario","keywords":"Medicine; Context (archaeology); Oncology nursing; MEDLINE; Nursing; Internal medicine; Oncology; Family medicine; Nurse education","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0007912337,0.0004427469,0.001256789,0.0002092196,0.0004820102,0.0000966664,0.0005334551,0.0003390431,0.00005733073],"category_scores_gemma":[0.0002178806,0.0003342493,0.0003886089,0.0005003584,0.0006547665,0.000236447,0.00002410289,0.0006734917,0.00006140061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004899699,"about_ca_system_score_gemma":0.0006445727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006060848,"about_ca_topic_score_gemma":0.000007835144,"domain_scores_codex":[0.9968594,0.0007337934,0.000897564,0.0004252763,0.0003680772,0.0007158896],"domain_scores_gemma":[0.9961722,0.001224448,0.00146366,0.0007243994,0.0002422998,0.0001729758],"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":[0.00006751806,0.0003533872,1.98863e-7,0.001835838,0.0001221631,7.32561e-7,0.004541823,2.7719e-7,7.982958e-7,0.002010382,0.06918707,0.9218798],"study_design_scores_gemma":[0.0002050558,0.00009327466,0.000001500742,0.04136362,0.004127041,0.0000390998,0.004845468,0.000002702599,0.000009970523,0.0001791338,0.9488174,0.0003157054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.264041e-7,0.8991894,0.00006932027,0.007448856,0.06844567,0.0009706766,0.00001040037,0.00007375493,0.02379165],"genre_scores_gemma":[0.00009941385,0.9955539,0.0002458144,0.0004836991,0.001800828,0.0001592319,0.00002881407,0.0001216887,0.001506621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9215641,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146515731358997,"score_gpt":0.4889154635085731,"score_spread":0.3742638903726734,"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."}}