{"id":"W2619796677","doi":"10.1016/j.ijrobp.2017.02.221","title":"Advancing Our Practice Through the Advanced Practice Radiation Therapist Model: Catching Up With Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reimbursement; Documentation; Reputation; Medicine; Quality (philosophy); Population; Public relations; Business; Nursing; Health care; Political science; Environmental health","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":[0.001030918,0.0002724118,0.0005223416,0.00005621664,0.0006636133,0.00006856433,0.0007764734,0.0002184004,0.0000100745],"category_scores_gemma":[0.002822938,0.0001841108,0.0001362354,0.00008864646,0.0002522288,0.002066872,0.00005912289,0.001078667,0.000004203619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051173,"about_ca_system_score_gemma":0.003812273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491783,"about_ca_topic_score_gemma":0.002644115,"domain_scores_codex":[0.9977558,0.0003783945,0.0007103264,0.0003015058,0.0005207291,0.0003332435],"domain_scores_gemma":[0.9928991,0.001531463,0.003464814,0.0004478688,0.001535136,0.0001216533],"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":[0.01063169,0.0009786132,0.03219337,0.0000265629,0.0039349,0.000517885,0.00603828,0.1348326,0.002236276,0.03499937,0.009022848,0.7645876],"study_design_scores_gemma":[0.01460898,0.002292735,0.00307247,0.0001712624,0.0006003048,0.003510747,0.003615256,0.01677242,0.001353158,0.009518716,0.9440196,0.0004643678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08001907,0.006174423,0.5211526,0.3590578,0.01955977,0.001292188,0.00008808887,0.0001029979,0.01255305],"genre_scores_gemma":[0.9157262,0.005171312,0.0553394,0.01884378,0.004543217,0.00002309049,0.0000403954,0.00005540934,0.000257225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9349967,"threshold_uncertainty_score":0.7507821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696667039373342,"score_gpt":0.4044530612460291,"score_spread":0.3874863908522957,"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."}}