{"id":"W3021690690","doi":"10.26481/dis.20200519mg","title":"A Critical Review of Global Curriculum Development, Content and Implementation in Oncology","year":2020,"lang":"en","type":"review","venue":"","topic":"Global Health and Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Unintended consequences; Diversity (politics); Perspective (graphical); Curriculum development; Engineering ethics; Medical education; Work (physics); Medicine; Political science; Oncology; Psychology; Pedagogy; Engineering; Computer science","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":[0.01414012,0.0006370622,0.001676627,0.005442598,0.0008804972,0.003313586,0.001411855,0.001604761,0.003799517],"category_scores_gemma":[0.03569345,0.000537513,0.001223689,0.006292341,0.001836049,0.003515512,0.001807231,0.002813854,0.00071012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006635959,"about_ca_system_score_gemma":0.02273863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009152772,"about_ca_topic_score_gemma":0.02510289,"domain_scores_codex":[0.9937754,0.003129202,0.001201624,0.0003236647,0.001352355,0.0002178763],"domain_scores_gemma":[0.9755071,0.01812792,0.001704757,0.0004289339,0.003803362,0.0004278435],"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":[0.00006842665,0.00006839441,0.0004082944,0.1483869,0.000274954,0.00009814872,0.001577105,0.0002823161,0.0002599399,0.01472416,0.04116689,0.7926844],"study_design_scores_gemma":[0.00002214929,0.0001370927,0.002287104,0.2765049,0.0005061161,0.0003609325,0.001606358,0.00006671625,0.0002483968,0.003718822,0.7145095,0.00003189093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001900756,0.9951042,0.0002039052,0.003091841,0.0005230616,0.00003504923,0.00002370616,0.000004360922,0.0008237882],"genre_scores_gemma":[0.002161687,0.9957943,0.0006651365,0.0009719318,0.0001457453,0.00005011218,0.00002534316,0.000003752608,0.0001820882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01414012,"threshold_uncertainty_score":0.07478094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340812826381706,"score_gpt":0.501099867323528,"score_spread":0.3670185846853574,"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."}}