{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01726873,0.00101186,0.0004872773,0.001287041,0.00959033,0.005195735,0.002839592,0.002382183,0.004067593],"category_scores_gemma":[0.02422066,0.0008321769,0.00102421,0.001006988,0.005535385,0.002498572,0.01373764,0.004927278,0.00109956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004379342,"about_ca_system_score_gemma":0.01554106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190931,"about_ca_topic_score_gemma":0.03903088,"domain_scores_codex":[0.9880692,0.006400508,0.0002799877,0.0005073613,0.001044042,0.003698869],"domain_scores_gemma":[0.9743744,0.003751902,0.0009216572,0.001388667,0.003046199,0.01651728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001299114,0.04644699,0.05616003,0.001370335,0.0001960255,0.006443528,0.4888393,0.002347123,0.006448409,0.00339798,0.01624986,0.3708013],"study_design_scores_gemma":[0.0006248801,0.02048674,0.1142516,0.0009244051,0.0001937288,0.001814765,0.7570326,0.001736537,0.004870539,0.00261584,0.09497496,0.0004733777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804772,0.0002880856,0.002538848,0.005696607,0.0003644102,0.001344158,0.0001180712,0.0002121429,0.008960349],"genre_scores_gemma":[0.9800827,0.0004753386,0.009275731,0.002341818,0.00009632171,0.0008851087,0.0001764665,0.0001178225,0.006548812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726873,"threshold_uncertainty_score":0.09132689,"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."}}