{"id":"W2891481746","doi":"10.36834/cmej.36848","title":"Plain language communication as a priority competency for medical professionals in a globalized world","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Plain language; Globalization; Curriculum; Medical education; Health care; Population; Diversity (politics); Information and Communications Technology; Health literacy; Public relations; Medicine; Knowledge management; Computer science; Psychology; Political science; Pedagogy; World Wide Web; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004174656,0.0001830953,0.0003573004,0.0009887216,0.0004403999,0.00005636671,0.0005477628,0.0004116874,0.04510857],"category_scores_gemma":[0.07280662,0.0001643054,0.00009131736,0.001304531,0.0004601417,0.0001638964,0.00003604899,0.001420057,0.0001515742],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310784,"about_ca_system_score_gemma":0.1121347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006198674,"about_ca_topic_score_gemma":0.07924621,"domain_scores_codex":[0.9963859,0.000280913,0.0009732294,0.0002775025,0.001516671,0.0005657549],"domain_scores_gemma":[0.9932395,0.00021333,0.0002505135,0.0004773848,0.001261321,0.004557955],"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":[0.0001531455,0.001052849,0.004307167,0.0001085512,0.00005024435,0.0000565845,0.005211777,6.143023e-8,0.00001330921,0.02784669,0.7431356,0.218064],"study_design_scores_gemma":[0.005917694,0.0003517253,0.02186842,0.004304921,0.00007815487,0.002809155,0.01256686,0.002074858,0.00005676925,0.006964223,0.9425525,0.0004546918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4105474,0.00118697,0.0004722196,0.5534801,0.005983992,0.001630512,0.00001232338,0.00005937953,0.02662711],"genre_scores_gemma":[0.7528548,0.0000941967,0.02015981,0.2163308,0.004510191,0.0003231357,0.0003646367,0.00005246115,0.005310003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3423074,"threshold_uncertainty_score":0.9557644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194166533311914,"score_gpt":0.3968796757914995,"score_spread":0.3849380104583803,"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."}}