{"id":"W4391684745","doi":"10.1007/s13187-024-02400-5","title":"Empowering Tomorrow’s Cancer Specialists: Evaluating the Co-creation and Impact of Malawi’s First Surgical Oncology Summerschool","year":2024,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medtronic Foundation","keywords":"Medicine; Context (archaeology); Cancer; Modalities; Family medicine; Short course; Developing country; Nursing; Internal medicine; Pediatrics","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":[0.008060665,0.0004914199,0.0005124378,0.0007722489,0.003182381,0.002872105,0.00141048,0.001109486,0.003239121],"category_scores_gemma":[0.01236674,0.0004683357,0.0006989444,0.0006504584,0.001656506,0.001512344,0.004529986,0.001771978,0.0003593284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005584261,"about_ca_system_score_gemma":0.0104039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007790909,"about_ca_topic_score_gemma":0.02935291,"domain_scores_codex":[0.9953291,0.002522129,0.0001421859,0.0002008058,0.0005190921,0.001286681],"domain_scores_gemma":[0.9851478,0.004168385,0.001907859,0.0004205959,0.001048182,0.007307188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.007292151,0.1300488,0.3027911,0.00453929,0.0005084709,0.001291123,0.1069112,0.00203392,0.005460489,0.002276808,0.006260678,0.4305859],"study_design_scores_gemma":[0.002143338,0.080377,0.7356231,0.001619261,0.0005125272,0.000306579,0.139495,0.002408616,0.00442947,0.0005878754,0.03234082,0.0001564113],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974489,0.0001902202,0.0001042367,0.000598029,0.00003472771,0.0006758434,0.00004638717,0.000007379874,0.0008942296],"genre_scores_gemma":[0.9942253,0.0006976303,0.001982068,0.0004427312,0.00005835647,0.001488947,0.00007307308,0.000005170888,0.001026748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008060665,"threshold_uncertainty_score":0.04262936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223262273639455,"score_gpt":0.5768318128765474,"score_spread":0.5445991901401528,"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."}}