{"id":"W2081658077","doi":"10.1111/jocn.12597","title":"Nurses' perceived and actual caregiving roles: identifying factors that can contribute to job satisfaction","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; University of New Brunswick","funders":"","keywords":"Nursing; Compassion; Job satisfaction; Empathy; Psychosocial; Compassion fatigue; Psychology; Medicine; Patient satisfaction; Focus group; Burnout; Clinical psychology; Social psychology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.003798996,0.0002391379,0.001022381,0.0002251203,0.001020936,0.00005256628,0.0001984141,0.000469989,0.0000944091],"category_scores_gemma":[0.00521884,0.0001766921,0.0002514759,0.0001296923,0.0001206756,0.0003343775,0.00006472047,0.002133067,0.00001268636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866459,"about_ca_system_score_gemma":0.0005103403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004582527,"about_ca_topic_score_gemma":0.0008691378,"domain_scores_codex":[0.9942069,0.002031519,0.002093989,0.0003133735,0.0006848646,0.0006693381],"domain_scores_gemma":[0.9918188,0.004970165,0.001409324,0.0002137617,0.0006084203,0.0009795611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001993248,0.00003482602,0.7904072,0.00008968793,0.00003755862,0.000006069157,0.009131537,0.000003647099,0.0002319758,0.0001005126,0.0008596623,0.1988979],"study_design_scores_gemma":[0.001458193,0.0003275083,0.9580784,0.01178394,0.00008126705,0.00001320272,0.02561432,0.00009248793,0.00002537094,0.0007244242,0.001616863,0.0001840519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793072,0.0004212329,0.003085032,0.008426085,0.008120993,0.0003625442,0.00001765068,0.00003138437,0.0002279005],"genre_scores_gemma":[0.9951459,0.0003655631,0.0008744224,0.00147155,0.001943223,0.000004038764,0.000003358868,0.00003530367,0.0001566766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987139,"threshold_uncertainty_score":0.9267236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167627171251706,"score_gpt":0.5123432002529913,"score_spread":0.3955804831278207,"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."}}