{"id":"W7094434688","doi":"","title":"Establishing a Global Radiation Oncology Collaboration in Education (GRaCE): Objectives and priorities","year":2015,"lang":"en","type":"article","venue":"Radboud Repository (Radboud University)","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiation oncology; Curriculum; Quality (philosophy); Core competency; Medical physicist; Value (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08787417,0.0008488828,0.000852442,0.003088361,0.009361262,0.01235252,0.003116453,0.00938029,0.006778506],"category_scores_gemma":[0.0280611,0.0006340001,0.001257215,0.002344531,0.004668997,0.007550316,0.02930204,0.009334648,0.001252637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007990791,"about_ca_system_score_gemma":0.145063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005758259,"about_ca_topic_score_gemma":0.01207398,"domain_scores_codex":[0.9595944,0.02096681,0.002340907,0.001328393,0.005566495,0.010203],"domain_scores_gemma":[0.8807435,0.01125277,0.004592955,0.00311841,0.01374658,0.08654582],"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":[0.000755372,0.002836428,0.08157144,0.004798683,0.0001860218,0.004662647,0.05327976,0.003454368,0.007802573,0.2016288,0.1355374,0.5034866],"study_design_scores_gemma":[0.0004948568,0.001783238,0.05920333,0.004237721,0.00007462846,0.002914191,0.1557027,0.001777109,0.002364638,0.05671897,0.714469,0.0002595295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"protocol","genre_scores_codex":[0.1089298,0.01218251,0.03436105,0.7470686,0.007400039,0.007028006,0.0007654264,0.0005141622,0.08175044],"genre_scores_gemma":[0.7169813,0.007159665,0.1908741,0.05034847,0.00156843,0.005164727,0.001606302,0.0001993484,0.02609773],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.08787417,"threshold_uncertainty_score":0.4647286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008058591736445485,"score_gpt":0.323709763524776,"score_spread":0.3156511717883306,"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."}}