{"id":"W2148671305","doi":"10.1016/j.ijrobp.2013.12.009","title":"Determining an Imaging Literacy Curriculum for Radiation Oncologists: An International Delphi Study","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Radiology practices and education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Likert scale; Inclusion (mineral); Curriculum; Delphi method; Medical physics; Medical education; Voting; Descriptive statistics; Family medicine; Delphi; Statistics; Psychology; Pedagogy; Social psychology","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":[0.03476122,0.0004932828,0.0006021936,0.001496097,0.004081164,0.002228775,0.001043211,0.001418203,0.003236772],"category_scores_gemma":[0.0518606,0.0006474063,0.0009603932,0.000967373,0.001637507,0.002239469,0.005015019,0.002707206,0.0006668634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005441535,"about_ca_system_score_gemma":0.0134415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005365385,"about_ca_topic_score_gemma":0.007156785,"domain_scores_codex":[0.9861885,0.006955311,0.001452939,0.0005599107,0.00165984,0.003183434],"domain_scores_gemma":[0.9681798,0.01654009,0.002256707,0.0008084211,0.00862744,0.00358754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000824202,0.004192648,0.4048722,0.0009278886,0.0001189844,0.0007843173,0.4933234,0.0006959009,0.004365221,0.002503424,0.004813917,0.08257785],"study_design_scores_gemma":[0.0001345347,0.002264683,0.2108914,0.0008498244,0.0000795738,0.0003751745,0.7693826,0.001376758,0.002000383,0.0008008147,0.01174176,0.0001024197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916434,0.00007576714,0.001340364,0.001387353,0.00004057372,0.001272554,0.00006086377,0.000008009259,0.004171097],"genre_scores_gemma":[0.9931329,0.0001839915,0.002943937,0.001042579,0.00001693024,0.001677772,0.00007856626,0.00001077691,0.0009125905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03476122,"threshold_uncertainty_score":0.1838371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275735962735334,"score_gpt":0.4248444340018437,"score_spread":0.3920870743744904,"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."}}