{"id":"W4403778491","doi":"10.1007/s13187-024-02533-7","title":"Impact of a National Virtual Oncology Course on Medical Student Competency and Interest in Oncology","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McGill University Health Centre; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Radiation oncology; Course (navigation); Oncology; Clinical Oncology; Medical education; Internal medicine; Cancer","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":[0.000531405,0.00007015389,0.0003051309,0.0002567872,0.00001297133,0.000003536635,0.00006751894,0.0001384818,0.0004389405],"category_scores_gemma":[0.0001445057,0.00004807937,0.00006950318,0.0001312083,0.0001564021,0.0000755966,0.000008563079,0.000454636,0.000001417756],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658779,"about_ca_system_score_gemma":0.01233086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002403899,"about_ca_topic_score_gemma":0.0001408879,"domain_scores_codex":[0.9990923,0.00008886231,0.0004045071,0.00008864044,0.0002423207,0.00008340076],"domain_scores_gemma":[0.9990016,0.0004365809,0.0002011088,0.00004112696,0.0002125378,0.0001071048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001739187,0.003520736,0.1470554,0.00005681238,0.0004583549,0.0001274432,0.003423564,0.0001379676,0.0006502362,0.006281066,0.008542795,0.8280064],"study_design_scores_gemma":[0.003862875,0.02171647,0.9193238,0.001624587,0.0001328295,0.002249024,0.001674163,0.0004492164,0.00007623233,0.002316614,0.04646155,0.0001126157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740433,0.009514773,0.0001263877,0.01199565,0.002825874,0.0001076573,0.000002731172,0.000003130883,0.001380473],"genre_scores_gemma":[0.9925861,0.004906479,0.0003241586,0.0008154606,0.001240924,0.000009686732,0.000001792395,0.000006989466,0.0001084445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278939,"threshold_uncertainty_score":0.9932683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929176070579557,"score_gpt":0.5724986393148882,"score_spread":0.5432068786090927,"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."}}