{"id":"W3014203766","doi":"10.1634/theoncologist.2019-0950","title":"Identifying Geriatric Oncology Competencies for Medical Oncology Trainees: A Modified Delphi Consensus Study","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Internal medicine; Oncology; Medicine; Geriatric oncology; Delphi method; Psychosocial; Oncology nursing; Delphi; Curriculum; Family medicine; Cancer; Nursing; Psychology; Nurse education; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001889206,0.0003358233,0.00115589,0.0001072756,0.000329692,0.00003238527,0.0006838068,0.0004343365,0.0003402989],"category_scores_gemma":[0.00645935,0.0002281398,0.0002541672,0.0004851563,0.0009761206,0.00003624145,0.00028388,0.0008180899,0.0001271231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227857,"about_ca_system_score_gemma":0.001901632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807808,"about_ca_topic_score_gemma":0.00101683,"domain_scores_codex":[0.9964849,0.0005939956,0.0009777058,0.000612919,0.0006626541,0.0006678476],"domain_scores_gemma":[0.9943827,0.003978846,0.0003397214,0.0004880798,0.0002847821,0.0005258733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02587206,0.01740638,0.006510608,0.001631119,0.0039938,0.01283665,0.1812811,0.0007691092,0.01374217,0.006736663,0.4393618,0.2898585],"study_design_scores_gemma":[0.09557472,0.09783019,0.0236909,0.0002507594,0.004146726,0.004542826,0.2015953,0.04415965,0.0005361589,0.002433141,0.5234568,0.001782849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7020853,0.0007317508,0.004372488,0.267081,0.0015566,0.006876737,0.0000694419,0.000604439,0.0166223],"genre_scores_gemma":[0.982653,0.0000727517,0.003863284,0.01104027,0.001208274,0.0005388648,0.00003341875,0.00005032529,0.0005398203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880756,"threshold_uncertainty_score":0.9303272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551298123641962,"score_gpt":0.4030329686635568,"score_spread":0.2479031562993606,"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."}}