{"id":"W1976845522","doi":"10.1186/s13104-015-1075-2","title":"Quality of work life of rural emergency department nurses and physicians: a pilot study","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Cégep de Lévis; Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Medicine; Quality of life (healthcare); Family medicine; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006332012,0.0001462865,0.0005462483,0.0001679541,0.0004154685,0.000004603249,0.0002668408,0.00008542243,0.0001911254],"category_scores_gemma":[0.006802836,0.0001089994,0.00004833209,0.000561787,0.0001964201,0.0001077275,0.000382077,0.0006397145,0.0000371612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007261922,"about_ca_system_score_gemma":0.001259059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007930762,"about_ca_topic_score_gemma":0.002703307,"domain_scores_codex":[0.9913099,0.005325949,0.001077599,0.0002466,0.001356379,0.0006835679],"domain_scores_gemma":[0.9941078,0.003227169,0.0003379979,0.0004847319,0.001438098,0.000404167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001108845,0.001537102,0.9777347,0.0008459097,0.00003738649,7.374897e-7,0.008671083,0.000001678565,0.0002849272,0.000542904,0.004092831,0.005141858],"study_design_scores_gemma":[0.001358572,0.001928317,0.9218917,0.001259148,0.000007986578,4.713818e-8,0.07125174,0.000009834922,0.00009835943,0.001788842,0.0002899979,0.0001154798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915472,0.003963083,0.00003617904,0.001156968,0.0005321464,0.002074281,0.00006719444,0.00002515621,0.0005977771],"genre_scores_gemma":[0.9980579,0.000352582,0.0002963132,0.00003764665,0.0002965925,0.0003707753,0.00001260421,0.00001997056,0.0005555939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06258065,"threshold_uncertainty_score":0.9986755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5707493408983413,"score_gpt":0.6091182484203358,"score_spread":0.03836890752199451,"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."}}