{"id":"W2809725150","doi":"10.3747/co.25.3934","title":"Oncology Education for Canadian Internal Medicine Residents: The Value of Participating in a Medical Oncology Elective Rotation","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Cancer; Oncology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00190775,0.0001709926,0.0006812378,0.0003796856,0.000166258,0.000002087933,0.0002728813,0.0004575681,0.0006093827],"category_scores_gemma":[0.00417403,0.0001196186,0.00007320818,0.0003721606,0.001405908,0.00006888706,0.00003566251,0.0006482892,0.00001186553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010264,"about_ca_system_score_gemma":0.009185507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01082807,"about_ca_topic_score_gemma":0.1689677,"domain_scores_codex":[0.99747,0.0006384066,0.0008137348,0.0003491453,0.000237084,0.0004916121],"domain_scores_gemma":[0.9964498,0.0020561,0.0004355431,0.0002286537,0.0005394546,0.00029048],"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":[0.001902289,0.001233416,0.06890396,0.00008391593,0.0001152555,0.00002779716,0.009857471,0.000006920557,0.0002616861,0.01065936,0.02055098,0.8863969],"study_design_scores_gemma":[0.008137918,0.01721737,0.08840721,0.000594436,0.0002176772,0.0004750712,0.003564715,0.004155262,0.0003565672,0.01007493,0.8666131,0.0001857655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8063099,0.007797532,0.01505237,0.09989499,0.01997875,0.004045409,0.00002053613,0.00005806801,0.04684241],"genre_scores_gemma":[0.9848977,0.0009368332,0.002623877,0.005530955,0.004240523,0.001511945,0.00005394468,0.0000284487,0.0001757873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8862112,"threshold_uncertainty_score":0.9964315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07750781398308179,"score_gpt":0.5394794705950879,"score_spread":0.4619716566120061,"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."}}