{"id":"W3043425808","doi":"10.5737/23688076303159168","title":"Ambulatory care unit role optimization for the specialized oncology nurse","year":2020,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Specialty; Nursing; Medicine; CLARITY; Oncology nursing; Unit (ring theory); Ambulatory care; Scope (computer science); Health care; Oncology; Medical education; Family medicine; Psychology; Nurse education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004559356,0.0001329537,0.0002464218,0.0001650843,0.002503349,0.00002942142,0.0002708035,0.0004121169,0.001725756],"category_scores_gemma":[0.0005734608,0.0001075165,0.00007682743,0.0002910242,0.000136825,0.0001248585,0.000007803837,0.001016589,0.0001083893],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005849618,"about_ca_system_score_gemma":0.04367074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008988625,"about_ca_topic_score_gemma":0.01754077,"domain_scores_codex":[0.9978531,0.0008369979,0.0004880102,0.000179039,0.0001355985,0.0005072727],"domain_scores_gemma":[0.9971145,0.0004953197,0.0003673848,0.0001259442,0.0009822488,0.0009146209],"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":[0.001586582,0.00008926337,0.002816115,0.00003384444,0.00008741953,0.0000288505,0.2011117,0.006863341,0.00008931362,0.01258814,0.6474736,0.1272318],"study_design_scores_gemma":[0.001690746,0.0003865399,0.001235523,0.0001768583,0.00007722827,0.00002055918,0.2269689,0.01048053,0.000006243571,0.0003599768,0.7584828,0.0001141428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.017363,0.004419778,0.05335537,0.7582525,0.04055426,0.003418633,0.0001198915,0.0001111307,0.1224054],"genre_scores_gemma":[0.8553417,0.0001508307,0.01596754,0.1092557,0.01523457,0.0003868261,0.000236187,0.0001164207,0.003310245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8379787,"threshold_uncertainty_score":0.9991868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101595253362866,"score_gpt":0.4662632595980196,"score_spread":0.4052473070643909,"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."}}