{"id":"W4413835924","doi":"10.1002/pbc.32017","title":"Introductory Course in Pediatric Oncology for Registrars/Residents and Medical Officers in Sub‐Saharan Africa: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; McMaster Children's Hospital","funders":"","keywords":"Pediatric oncology; Economic shortage; Medicine; Attrition; Test (biology); Medical education; Pilot test; Family medicine; Internal medicine; Cancer; 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":[0.001956066,0.0005057173,0.0003542514,0.0005399704,0.001212576,0.0006859442,0.0005103961,0.0004099649,0.003062616],"category_scores_gemma":[0.002808841,0.0003512324,0.0002883831,0.0003844636,0.0004309375,0.0005334111,0.0007620466,0.0009284175,0.0005238152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008684856,"about_ca_system_score_gemma":0.002696792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627739,"about_ca_topic_score_gemma":0.006552292,"domain_scores_codex":[0.999388,0.0001754492,0.00002913464,0.00006043123,0.00008200498,0.0002649729],"domain_scores_gemma":[0.9975384,0.0005250322,0.0002774052,0.00009250777,0.0003330094,0.00123368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004227227,0.1316526,0.5415007,0.001099537,0.00007788378,0.007353267,0.09506191,0.001074892,0.03169008,0.0004917855,0.002912987,0.1828571],"study_design_scores_gemma":[0.001046691,0.08343782,0.835938,0.0002380562,0.00008509405,0.001701592,0.05389213,0.0005922808,0.008066276,0.0001870557,0.01476351,0.00005147078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993321,0.00002013585,0.00006127102,0.00002350323,0.000003575467,0.000278544,0.00001854136,0.000003137802,0.0002591385],"genre_scores_gemma":[0.9954187,0.0002319853,0.001726491,0.0001454187,0.00001742471,0.0009884617,0.00009392786,0.000003705927,0.001373889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062616,"threshold_uncertainty_score":0.01034474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360846002997257,"score_gpt":0.360501960390576,"score_spread":0.3368935003606034,"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."}}