{"id":"W1964768935","doi":"10.1016/j.ijrobp.2013.09.040","title":"Current Status and Recommendations for the Future of Research, Teaching, and Testing in the Biological Sciences of Radiation Oncology: Report of the American Society for Radiation Oncology Cancer Biology/Radiation Biology Task Force, Executive Summary","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Radiation oncology; Medicine; Specialty; Medical physics; Medical education; Oncology; Engineering ethics; Radiation therapy; Family medicine; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1235636,0.001970186,0.002786564,0.005346521,0.00393775,0.01724604,0.007640648,0.02196553,0.02099369],"category_scores_gemma":[0.1319781,0.00132298,0.002532502,0.007742071,0.004799579,0.01437801,0.005343573,0.0189328,0.006715335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008121528,"about_ca_system_score_gemma":0.1299578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03329227,"about_ca_topic_score_gemma":0.06781571,"domain_scores_codex":[0.961803,0.01197085,0.006937678,0.001855306,0.01320588,0.004227309],"domain_scores_gemma":[0.6966908,0.1086992,0.01558103,0.006257731,0.1260415,0.0467297],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002946197,0.000466398,0.004910435,0.002820819,0.00006379595,0.0001398931,0.0004866375,0.0005816223,0.0005486241,0.01017808,0.7577178,0.2217911],"study_design_scores_gemma":[0.0003438132,0.000320279,0.01280526,0.01620482,0.0002887328,0.0002249149,0.003803876,0.001106056,0.0006300829,0.01539606,0.9486856,0.000190422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001108992,0.0977005,0.002972334,0.855949,0.0281007,0.0004452828,0.001750612,0.0005391356,0.01143337],"genre_scores_gemma":[0.02250614,0.4272853,0.08661429,0.3687038,0.04551756,0.0030251,0.006805005,0.0005052459,0.03903748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8764364,"threshold_uncertainty_score":0.6534747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396294852889521,"score_gpt":0.4801833871104748,"score_spread":0.4162204385815795,"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."}}