{"id":"W1987458946","doi":"10.1053/clon.2001.9208","title":"The Use of the Australian Basic Treatment Equivalent (BTE) Workload Measure for Linear Accelerators in Canada","year":2001,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Northeast Cancer Centre; Cape Breton University; Baker Hughes (Canada)","funders":"","keywords":"Medicine; Measure (data warehouse); Workload; Medical physics; Database; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002042576,0.0001857433,0.0002429445,0.001265864,0.002251981,0.001338965,0.001335517,0.0003476483,0.001413223],"category_scores_gemma":[0.01706797,0.0002247151,0.0002647836,0.00282625,0.0006555386,0.0005226972,0.0008925498,0.0006858119,0.0001583788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05379467,"about_ca_system_score_gemma":0.06110879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931082,"about_ca_topic_score_gemma":0.9956874,"domain_scores_codex":[0.9974471,0.0004690045,0.0001139373,0.000198206,0.001422355,0.0003494208],"domain_scores_gemma":[0.989319,0.001509911,0.0006632779,0.0001991341,0.007272174,0.001036492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005678833,0.0001334337,0.6849861,0.000329332,0.00006382554,0.0002041572,0.008488961,0.01035822,0.00233667,0.005126273,0.02145645,0.2659487],"study_design_scores_gemma":[0.000010134,0.00008531027,0.9779585,0.00006245696,0.00002514692,0.000101995,0.003493564,0.005414437,0.0009756308,0.0003641101,0.01147725,0.00003146607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647858,0.00133533,0.002149092,0.004693734,0.00009189382,0.0001261182,0.00226236,0.00008779615,0.02446786],"genre_scores_gemma":[0.9953654,0.0003401574,0.001252868,0.0002184294,0.000007611301,0.00002154131,0.0003512761,0.00003023211,0.002412514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05379467,"threshold_uncertainty_score":0.3903095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3361918576961745,"score_gpt":0.4427637601686829,"score_spread":0.1065719024725084,"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."}}