{"id":"W3126688628","doi":"10.3390/curroncol28010072","title":"A Scoping Review of Radiation Oncology Educational and Career-Planning Interventions in Undergraduate Medical Education","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Cancer Care Ontario","funders":"","keywords":"Mentorship; Psychological intervention; Medical education; Medicine; Psychosocial; Inclusion (mineral); Multidisciplinary approach; Oncology; Family medicine; Psychology; Nursing","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":[0.0142065,0.002036379,0.00646989,0.01351855,0.001236779,0.003869027,0.002245742,0.002940604,0.007590559],"category_scores_gemma":[0.05419341,0.001181057,0.00572496,0.01482485,0.0008861637,0.002781359,0.002239972,0.001695212,0.001063509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139144,"about_ca_system_score_gemma":0.01814532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587058,"about_ca_topic_score_gemma":0.01758267,"domain_scores_codex":[0.9896643,0.003584123,0.003850732,0.0005535323,0.002034631,0.0003127165],"domain_scores_gemma":[0.9519082,0.03749894,0.005058265,0.0006729916,0.004424916,0.0004366558],"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":[0.00009264756,0.000032266,0.0002308562,0.8914624,0.001645002,0.00007474847,0.0003186772,0.00008526486,0.0001722171,0.0003605612,0.002680982,0.1028444],"study_design_scores_gemma":[0.00004322424,0.00008818929,0.0009899365,0.9632973,0.007964155,0.0001238738,0.0002575415,0.00003301912,0.0001539314,0.0001852172,0.02685076,0.00001273423],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005742511,0.9972254,0.000243812,0.0003180517,0.0002545736,0.000414612,0.0001975485,0.00001279058,0.0007589413],"genre_scores_gemma":[0.00297679,0.9951586,0.0006277882,0.000285306,0.00007600694,0.0005328999,0.0001642179,0.000006462031,0.0001720214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0142065,"threshold_uncertainty_score":0.07513207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226180518742004,"score_gpt":0.6120254052112664,"score_spread":0.389407353337066,"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."}}