{"id":"W3136924122","doi":"10.1111/hdi.12926","title":"Hemodialysis nurse burnout in 31 provinces in mainland China: A cross‐sectional survey","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depersonalization; Burnout; Emotional exhaustion; Cross-sectional study; Medicine; Mainland China; Nursing; Interpersonal communication; Clinical psychology; Family medicine; Psychology; China; Social psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015064,0.0002823085,0.0003363214,0.0008752567,0.001008721,0.0004407329,0.0004479617,0.0004370854,0.0009606297],"category_scores_gemma":[0.000797366,0.0004899474,0.0003552784,0.001387916,0.0002987515,0.0004517141,0.0005544506,0.0003145708,0.0001354588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348348,"about_ca_system_score_gemma":0.00200902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07148871,"about_ca_topic_score_gemma":0.09635005,"domain_scores_codex":[0.9994549,0.00008376551,0.00008081536,0.0001059583,0.0001367247,0.0001377549],"domain_scores_gemma":[0.9992901,0.00009035152,0.0002215073,0.000039666,0.0001508506,0.0002076329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001645231,0.00005499007,0.9982614,0.00002477581,0.00001799634,0.0000479183,0.0004642766,0.00002160817,0.0001304715,0.000009208993,0.00008283536,0.0008681575],"study_design_scores_gemma":[0.000003173261,0.00002741885,0.999032,0.000006254832,0.000006228147,0.00003014665,0.0006943371,0.00009905174,0.00002044031,0.000004217923,0.00007480904,0.000001874797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995511,0.00006038728,0.00002435837,0.00003046493,0.000001763208,0.00001328127,0.000188471,9.425233e-7,0.0001291082],"genre_scores_gemma":[0.9992872,0.0000955796,0.00005768474,0.00004763475,0.000003234915,0.00003217291,0.0003260694,5.018681e-7,0.0001499687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07148871,"threshold_uncertainty_score":0.1421452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439565685552664,"score_gpt":0.4142537954433945,"score_spread":0.3702972268881281,"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."}}