{"id":"W4283025143","doi":"10.55504/2578-9333.1122","title":"Organizational Compassion: Ameliorating Healthcare Workers' Suffering and Burnout","year":2022,"lang":"en","type":"article","venue":"Journal of Wellness","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Burnout; Compassion; Compassion fatigue; Health care; Psychology; Nursing; Healthcare worker; Medicine; Clinical psychology; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002096927,0.0001829569,0.0005146058,0.0002536915,0.003263224,0.00002020085,0.0002949572,0.0001275565,0.001849407],"category_scores_gemma":[0.0002587336,0.0001488707,0.00007602924,0.0005270297,0.00005016951,0.0001797482,0.0004588873,0.002065987,0.00001329319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323874,"about_ca_system_score_gemma":0.001323458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766324,"about_ca_topic_score_gemma":0.00003668931,"domain_scores_codex":[0.9957795,0.001426201,0.001250029,0.0002143372,0.0008426744,0.0004872223],"domain_scores_gemma":[0.9970152,0.0007417539,0.001144062,0.0001773544,0.0005517137,0.0003699617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000474083,0.0002144342,0.9353631,0.001049932,0.00007609231,0.0002042446,0.01105926,0.0002649806,0.0005473532,0.008906797,0.01025633,0.03158338],"study_design_scores_gemma":[0.01065673,0.001918615,0.3691935,0.01603775,0.0001760889,0.001234403,0.3437355,0.002392583,0.0004150835,0.01912932,0.233284,0.001826431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449469,0.006072335,0.0006958461,0.04199972,0.004738514,0.0004763765,0.00004789518,0.00004756765,0.0009748117],"genre_scores_gemma":[0.9952468,0.0002000721,0.0005974079,0.001949368,0.001187388,0.00002948558,0.00001406947,0.00003963069,0.0007358125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5661697,"threshold_uncertainty_score":0.999063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895407140061578,"score_gpt":0.3801436393541821,"score_spread":0.3411895679535663,"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."}}