{"id":"W4415940923","doi":"10.1016/j.annonc.2025.08.3158","title":"2543MO Imposter syndrome, burnout, and maladaptive perfectionism among oncology professionals: A global cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Perfectionism (psychology); MEDLINE; Clinical Oncology; Young adult","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":[],"consensus_categories":[],"category_scores_codex":[0.0005925444,0.0002823698,0.0002881484,0.0009033736,0.000762117,0.0006597486,0.0001902324,0.0006553574,0.001596922],"category_scores_gemma":[0.001692838,0.000385788,0.0003603102,0.0007367227,0.0004004169,0.0005677685,0.0007305068,0.0006876309,0.0002452694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218684,"about_ca_system_score_gemma":0.0003481036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583908,"about_ca_topic_score_gemma":0.0039936,"domain_scores_codex":[0.9997385,0.00008203609,0.00002560422,0.00003897155,0.00005106227,0.0000638651],"domain_scores_gemma":[0.9989824,0.0001766976,0.0003357508,0.00006032185,0.0001018473,0.0003430771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002756824,0.00008774354,0.9990686,0.00000369987,0.00001619602,0.00003850143,0.0002021163,0.000006699804,0.0001074053,0.000006440453,0.00002370033,0.0004114224],"study_design_scores_gemma":[0.000002681208,0.000115822,0.9990073,0.000002377216,0.00001154234,0.0001325412,0.0006235196,0.00001751521,0.00002003268,0.000007504194,0.00005739485,0.000001677801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996978,0.00004838271,0.00001263385,0.000017386,0.00000260015,0.000004192167,0.00003453262,6.312215e-7,0.0001818368],"genre_scores_gemma":[0.9996845,0.0000539952,0.00002678297,0.00002771444,0.000005187963,0.00000628963,0.0000672587,5.941778e-7,0.0001277543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002583908,"threshold_uncertainty_score":0.005342245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587317146006874,"score_gpt":0.4580577993143414,"score_spread":0.399326084713654,"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."}}