{"id":"W2890684810","doi":"10.1016/j.clon.2018.08.019","title":"Postgraduate Global Health Competency Profile for Radiation Oncology","year":2018,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Delphi method; Medicine; Likert scale; Inclusion (mineral); Radiation oncology; Delphi; Curriculum; Medical education; Core competency; Specialty; Family medicine; Medical physics; Internal medicine; Psychology; Radiation therapy; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.007823051,0.0006004408,0.0005879483,0.003782384,0.003225508,0.004385459,0.001388264,0.00264179,0.03580389],"category_scores_gemma":[0.02783346,0.0003231942,0.0005425696,0.002426965,0.001302095,0.003154867,0.006179033,0.004389612,0.01261332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005417511,"about_ca_system_score_gemma":0.03636139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007313671,"about_ca_topic_score_gemma":0.01855089,"domain_scores_codex":[0.9937972,0.001049125,0.0003423889,0.0001799012,0.002672317,0.001959083],"domain_scores_gemma":[0.9478454,0.002273195,0.002492368,0.00058686,0.01470854,0.03209362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009142187,0.000431537,0.0236094,0.000560511,0.00001921784,0.0002830957,0.002309081,0.0005920627,0.001111735,0.009926089,0.8334742,0.1275915],"study_design_scores_gemma":[0.00004756757,0.0005679779,0.1295629,0.001649362,0.0000264444,0.001550976,0.01230163,0.001072863,0.0009351437,0.008872591,0.843332,0.00008064014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1019937,0.01026621,0.006869909,0.4444651,0.02072427,0.00120021,0.004335708,0.0009863864,0.4091585],"genre_scores_gemma":[0.5920911,0.01951027,0.01709919,0.07945909,0.008062534,0.001597899,0.007037011,0.0006848289,0.2744581],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03580389,"threshold_uncertainty_score":0.119776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09114241445827068,"score_gpt":0.5900117076741014,"score_spread":0.4988692932158307,"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."}}