{"id":"W2102621303","doi":"10.1111/j.1440-172x.2006.00562.x","title":"Compassion fatigue and nursing work: Can we accurately capture the consequences of caring work?","year":2006,"lang":"en","type":"review","venue":"International Journal of Nursing Practice","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Compassion fatigue; Nursing; Compassion; Health care; Work (physics); Medicine; Burnout; Psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002125037,0.0004134844,0.001381081,0.0004348563,0.0006425472,0.00009137907,0.0008712019,0.0005775435,0.00005383322],"category_scores_gemma":[0.001723596,0.0002500367,0.0003187575,0.000416656,0.0004584845,0.0004672574,0.00009957086,0.003676293,0.000004644423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003921,"about_ca_system_score_gemma":0.002744494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481365,"about_ca_topic_score_gemma":0.00002206513,"domain_scores_codex":[0.9926007,0.00291702,0.002439428,0.00030232,0.001275313,0.0004651864],"domain_scores_gemma":[0.9831983,0.007691317,0.006649475,0.0002552916,0.002006405,0.000199238],"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":[0.0002262147,0.0001936442,0.0001726503,0.001313472,0.0002835419,0.00009787628,0.004066341,0.00001467763,0.000001676992,0.0007927909,0.006883528,0.9859536],"study_design_scores_gemma":[0.0003774013,0.00004516496,0.0002206101,0.4649679,0.0007186336,0.000583255,0.005583338,0.00000406084,0.000001481977,0.0007140147,0.5265677,0.000216425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009454978,0.9401984,0.0004350343,0.04891079,0.007423222,0.0005816221,0.00005645841,0.00001533407,0.002284626],"genre_scores_gemma":[0.01317496,0.9829491,0.001335368,0.0003870492,0.001711622,0.00001981186,0.00003379236,0.00005366549,0.0003345751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9857371,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3516680951885701,"score_gpt":0.5741757158499436,"score_spread":0.2225076206613735,"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."}}