{"id":"W3160001767","doi":"10.1002/onco.13818","title":"Moral Distress and Resilience Associated with Cancer Care Priority Setting in a Resource-Limited Context","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Ethics in medical practice","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fogarty International Center; University of California, San Francisco; National Cancer Institute; Greenwall Foundation","keywords":"Psychological intervention; Burnout; Workforce; Medicine; Distress; Nursing; Resource (disambiguation); Psychological resilience; Context (archaeology); Equity (law); Psychology; Social psychology; Political science; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00341353,0.0001155982,0.0002545533,0.00002027793,0.00113156,0.00001808247,0.0002250538,0.0003003827,0.0001287851],"category_scores_gemma":[0.02628927,0.00007415208,0.00001645732,0.0003555271,0.0007829761,0.00007220006,0.0002876818,0.003878985,0.000007275046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228116,"about_ca_system_score_gemma":0.0009296125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003212275,"about_ca_topic_score_gemma":0.09051327,"domain_scores_codex":[0.9934838,0.005127743,0.000325354,0.0002998424,0.0003473043,0.0004159102],"domain_scores_gemma":[0.9853873,0.01360581,0.0002924994,0.0003174858,0.0003030189,0.00009383977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004189881,0.0001498797,0.9224889,0.0002978374,0.00004772779,0.0004198094,0.04629175,0.00006735342,0.00009209632,0.005538369,0.006829686,0.01735757],"study_design_scores_gemma":[0.00318479,0.0001920537,0.6797791,0.002274333,0.000107403,0.000007882022,0.2820666,0.0004092311,0.00007046314,0.002413709,0.02918646,0.0003080275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058179,0.001881365,0.00001369039,0.04954153,0.0002457734,0.0005825355,0.00006871974,0.00007698425,0.04177156],"genre_scores_gemma":[0.9919505,0.0001253798,0.000132681,0.00620822,0.0001005074,0.0001102406,0.00002522173,0.00001350053,0.001333819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427099,"threshold_uncertainty_score":0.9984191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08449678725474075,"score_gpt":0.4667758007094873,"score_spread":0.3822790134547465,"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."}}