{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005307477,0.00009874758,0.0003932075,0.00002148787,0.00007177139,0.000004605568,0.0001286055,0.0001618712,0.00006958056],"category_scores_gemma":[0.0008960032,0.00004979399,0.0001857085,0.0001947597,0.0001249497,0.00002336275,0.00001615051,0.000209278,0.000003299346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846792,"about_ca_system_score_gemma":0.002345799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05598895,"about_ca_topic_score_gemma":0.5025403,"domain_scores_codex":[0.9984964,0.0002732415,0.0006843677,0.0001717232,0.0001429286,0.0002313629],"domain_scores_gemma":[0.996612,0.002649088,0.0002033242,0.0003349678,0.0000760456,0.0001246359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001728829,0.0005312465,0.7284102,0.000006890377,0.0001574058,0.00002527533,0.00005781959,0.0001725304,0.00004589091,0.00008564058,0.008138136,0.2606401],"study_design_scores_gemma":[0.00385364,0.00134996,0.3932034,0.00003461826,0.0000820835,0.000008947941,0.00009356028,0.0002563298,0.000281618,0.00004491504,0.6007335,0.00005738068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689096,0.0002675282,0.00001416367,0.02896315,0.0009450964,0.0007231358,0.000009522194,0.00000623096,0.0001616339],"genre_scores_gemma":[0.9943086,0.0005713758,0.0001423137,0.002518802,0.0003273266,0.00004716895,0.000002948635,0.0000101232,0.002071338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5925954,"threshold_uncertainty_score":0.9502973,"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."}}