{"id":"W4410733202","doi":"10.2196/63655","title":"Multidisciplinary Oncology Education Among Postgraduate Trainees: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Medical Education","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Multidisciplinary approach; Medicine; Oncology; Psychological intervention; MEDLINE; Internal medicine; Curriculum; Cochrane Library; Medical education; Systematic review; Family medicine; Psychology; Nursing; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009118211,0.001217864,0.006653427,0.006862741,0.0006339451,0.002016373,0.001905126,0.00189056,0.00464063],"category_scores_gemma":[0.0460526,0.001020652,0.006052993,0.009241165,0.0008124529,0.002206047,0.001414048,0.001105029,0.0002757719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003619298,"about_ca_system_score_gemma":0.01325411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00659309,"about_ca_topic_score_gemma":0.01981128,"domain_scores_codex":[0.9909543,0.003009129,0.003311266,0.000685144,0.001729934,0.0003102145],"domain_scores_gemma":[0.9534662,0.03324351,0.009198362,0.0006603342,0.002861691,0.0005699264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001460179,0.00002355117,0.001058342,0.9760258,0.006341582,0.0000987348,0.0002036143,0.00004949646,0.00007927385,0.00005837772,0.0007609274,0.01515433],"study_design_scores_gemma":[0.0003515919,0.0003488859,0.008670586,0.9119535,0.06683571,0.0005050598,0.0004929364,0.00007358206,0.0001804583,0.0001367377,0.01041923,0.00003159788],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003329734,0.9948097,0.0001704733,0.0002473141,0.00008248291,0.0006046091,0.000426234,0.00001083389,0.0003185826],"genre_scores_gemma":[0.04053928,0.95605,0.0008207118,0.00063593,0.00009620625,0.001431144,0.0002836529,0.00000655124,0.0001366394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009118211,"threshold_uncertainty_score":0.0482223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186000449591851,"score_gpt":0.5068607356139296,"score_spread":0.4850007311180111,"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."}}