{"id":"W4414557761","doi":"10.1016/j.ijrobp.2025.06.2090","title":"The State of Wellness Curricula in Radiation Oncology Residency Programs: Current Landscape and Future Directions","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workers Compensation Board of Alberta; University of Ottawa; Ottawa Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Curriculum; Radiation oncology; PsycINFO; Modalities; MEDLINE; Inclusion (mineral)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01760865,0.0003068548,0.0009960632,0.00213396,0.001775231,0.007716729,0.002160027,0.002299692,0.006701644],"category_scores_gemma":[0.02866328,0.0003205307,0.0005909771,0.004245283,0.003374001,0.004982856,0.003646869,0.003292732,0.0006449626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00709577,"about_ca_system_score_gemma":0.02343708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02906969,"about_ca_topic_score_gemma":0.04881247,"domain_scores_codex":[0.9945108,0.001766718,0.0006205676,0.001061235,0.001081454,0.0009592555],"domain_scores_gemma":[0.9564922,0.01864292,0.006300185,0.0009760672,0.0106977,0.006890866],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004522628,0.00071899,0.12125,0.00389331,0.0001190756,0.00005380661,0.002095669,0.0006327493,0.0005594923,0.01376014,0.01738823,0.8390762],"study_design_scores_gemma":[0.0001820634,0.001933113,0.6641755,0.03060654,0.0004610567,0.0004155116,0.04151053,0.002959727,0.001742526,0.01932678,0.2363914,0.0002952991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1241835,0.4901978,0.002636252,0.357573,0.002138703,0.00011172,0.001742264,0.0002218496,0.02119483],"genre_scores_gemma":[0.7576086,0.2076424,0.006349074,0.02289373,0.002240104,0.000196934,0.001405096,0.00005804344,0.001606068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823914,"threshold_uncertainty_score":0.09312457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045060395463006,"score_gpt":0.381453503567688,"score_spread":0.371002899613058,"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."}}