{"id":"W2066412948","doi":"10.1016/j.radonc.2013.10.002","title":"A methodological approach to reporting corrected small field relative outputs","year":2013,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency","funders":"Queensland University of Technology; Saskatchewan Cancer Agency; Wesley Research Institute","keywords":"Field (mathematics); Metric (unit); Linear particle accelerator; Population; Field size; Monte Carlo method; Physics; Statistics; Mathematics; Optics; Beam (structure); Medicine; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1403653,0.002317952,0.001335012,0.007342826,0.002764981,0.007515623,0.00783245,0.002659989,0.003616397],"category_scores_gemma":[0.3380805,0.001378449,0.002270837,0.00860794,0.003865674,0.00412381,0.005309198,0.003382696,0.001808505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656482,"about_ca_system_score_gemma":0.00644769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848193,"about_ca_topic_score_gemma":0.003620059,"domain_scores_codex":[0.8540173,0.06890896,0.02608931,0.01664869,0.0332284,0.001107278],"domain_scores_gemma":[0.6936247,0.09424452,0.04445187,0.07999947,0.08697935,0.0007001002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001011076,0.0003604541,0.04694913,0.005233219,0.001898881,0.0005114287,0.007689788,0.01192343,0.06181295,0.09917583,0.01284624,0.7505876],"study_design_scores_gemma":[0.0003818022,0.003102139,0.06881181,0.004661174,0.002570812,0.004452826,0.004981729,0.05263736,0.4084446,0.1043304,0.3442383,0.001387147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006268725,0.0006680897,0.9872235,0.0004359472,0.000388607,0.0008705459,0.000534973,0.001211203,0.002398374],"genre_scores_gemma":[0.06224038,0.000480992,0.9297444,0.0005890522,0.0001929398,0.003781879,0.0005610474,0.0009158577,0.001493368],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1403653,"threshold_uncertainty_score":0.7423315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09538723783434148,"score_gpt":0.3776635364780883,"score_spread":0.2822762986437468,"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."}}