{"id":"W2770277171","doi":"10.1111/nhs.12387","title":"Toward a comprehensive, theoretical model of compassion fatigue: <scp>A</scp>n integrative literature review","year":2017,"lang":"en","type":"review","venue":"Nursing and Health Sciences","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Empathy; Compassion; Compassion fatigue; CINAHL; Sympathy; Psychology; Distress; Workforce; Nursing; Social psychology; Medicine; Clinical psychology; Burnout","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":[0.01417678,0.001247001,0.002317395,0.01685331,0.00190897,0.005821348,0.002510962,0.003811263,0.003222764],"category_scores_gemma":[0.02661081,0.000805259,0.00273847,0.01370346,0.002577133,0.008046189,0.004271709,0.003157182,0.0005990189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006351458,"about_ca_system_score_gemma":0.02584046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00623819,"about_ca_topic_score_gemma":0.01374935,"domain_scores_codex":[0.9931653,0.00328302,0.001243035,0.0004353168,0.001639358,0.0002338855],"domain_scores_gemma":[0.9770681,0.01712221,0.002148264,0.0004966917,0.00273919,0.0004255736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005364113,0.0001645258,0.001834612,0.3149192,0.00109845,0.0005067385,0.006191552,0.001109597,0.0005445853,0.08004064,0.02484399,0.5686924],"study_design_scores_gemma":[0.00005014976,0.0001522912,0.004790986,0.7084098,0.002214764,0.001377965,0.008341091,0.001351779,0.000297024,0.04554804,0.2273789,0.00008714269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001157244,0.9768606,0.004842698,0.01032118,0.0008598803,0.0003676009,0.00008411672,0.00002651178,0.005480129],"genre_scores_gemma":[0.02279621,0.9510335,0.015733,0.007714574,0.0005735634,0.001297432,0.0001683585,0.00001214715,0.0006711694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01685331,"threshold_uncertainty_score":0.07497489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.437701937530761,"score_gpt":0.5829510132334852,"score_spread":0.1452490757027242,"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."}}