{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001701665,0.0001799536,0.00114838,0.00004919571,0.0002283979,0.000003635743,0.0001758904,0.0006965975,0.0002165325],"category_scores_gemma":[0.001904803,0.0001464406,0.0002593063,0.0001987778,0.001279559,0.00006130942,0.0000425768,0.0004062596,0.0002684554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217953,"about_ca_system_score_gemma":0.004295757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001315722,"about_ca_topic_score_gemma":0.0001228675,"domain_scores_codex":[0.9971986,0.0005025608,0.001111219,0.0005229419,0.0001160117,0.0005486605],"domain_scores_gemma":[0.9960371,0.002356987,0.0005859543,0.0003308998,0.0003018779,0.0003872178],"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":[0.002032734,0.001499769,0.02691074,0.00003292332,0.000167338,0.00003161654,0.0001247507,6.111715e-7,0.00003337399,0.009853874,0.117704,0.8416083],"study_design_scores_gemma":[0.008098234,0.0495092,0.06782942,0.00001828284,0.00007218675,0.0002235246,0.00006346364,0.0004556098,0.00002214301,0.006601543,0.8670157,0.00009071352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2805703,0.008489075,0.09854489,0.3489573,0.04972868,0.01015541,0.0003946841,0.0009147578,0.2022449],"genre_scores_gemma":[0.3025067,0.006232731,0.4521888,0.2018695,0.02978864,0.0005264436,0.0005654065,0.0001016137,0.006220136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8415176,"threshold_uncertainty_score":0.7620487,"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."}}