{"id":"W3124224785","doi":"10.1177/0840470420981595","title":"Building Resilience within Institutions Together with Employees (BRITE): Preliminary experience with implementation in an academic cancer centre","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Resilience (materials science); Context (archaeology); Psychological resilience; Work (physics); Psychology; Public relations; Medical education; Business; Knowledge management; Political science; Computer science; Medicine; Social psychology; Engineering; Geography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005734814,0.0003585424,0.0004121355,0.00028043,0.001501803,0.000030671,0.0003689906,0.0002536087,0.0003745873],"category_scores_gemma":[0.00002667812,0.0002843749,0.00003653566,0.001029211,0.0001289299,0.0007253187,0.0003469651,0.001248095,0.00001635708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006607836,"about_ca_system_score_gemma":0.001540623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006329337,"about_ca_topic_score_gemma":0.1049899,"domain_scores_codex":[0.9949285,0.0008856263,0.001025039,0.0009767412,0.0007648629,0.001419244],"domain_scores_gemma":[0.9980373,0.0001251991,0.0004156874,0.000634899,0.0003711476,0.0004157566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004240583,0.0001340188,0.9159544,0.001282527,0.0000268242,0.0002284348,0.01280595,0.0003382711,0.00005394475,0.03106473,0.0004904833,0.03719634],"study_design_scores_gemma":[0.003349967,0.0007976016,0.6099511,0.01759852,0.0000567346,0.00001602323,0.3510785,0.0003853885,0.0004948482,0.001186599,0.0142074,0.000877286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580002,0.00218841,0.001168843,0.03471943,0.0006345958,0.002560652,0.00007871702,0.0001795005,0.0004696537],"genre_scores_gemma":[0.9839117,0.001152138,0.005876204,0.006235962,0.0001420835,0.001692016,0.0001141251,0.00006063071,0.0008151324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3382726,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852099360044725,"score_gpt":0.4759987865637699,"score_spread":0.4074777929633226,"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."}}