{"id":"W2910973028","doi":"","title":"Optimizing Professional Well-Being and Patient Outcomes Through the Use of Mentorship in Rural Workplaces","year":2019,"lang":"en","type":"article","venue":"Creating Healthy Work Environments","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Nursing; Burnout; Psychology; Medical education; Medicine; Clinical psychology","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":[0.002762062,0.0001662113,0.0001495395,0.0002329881,0.001382776,0.001108587,0.0006857599,0.0004274998,0.004401791],"category_scores_gemma":[0.006158462,0.00008423162,0.0002298913,0.0002384101,0.0004434781,0.0005524473,0.001769262,0.0008084436,0.0004814982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786631,"about_ca_system_score_gemma":0.003500754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580394,"about_ca_topic_score_gemma":0.007068085,"domain_scores_codex":[0.9986634,0.0009214627,0.00002325105,0.00005211771,0.0001180322,0.0002217661],"domain_scores_gemma":[0.9961728,0.0007815377,0.0004217427,0.0001639877,0.0003086077,0.002151334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001030236,0.01353265,0.1093337,0.0007921688,0.0001170729,0.0005160589,0.01554406,0.001351206,0.007976281,0.001740565,0.0149155,0.8331504],"study_design_scores_gemma":[0.001070811,0.03950069,0.6810071,0.002314703,0.000352878,0.00288511,0.1118347,0.006765631,0.01180948,0.01232493,0.1298965,0.0002373998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813192,0.0009212482,0.002546026,0.006092478,0.0001516608,0.000121469,0.00003793119,0.00007830236,0.008731786],"genre_scores_gemma":[0.9917189,0.0008744962,0.003735486,0.0004247248,0.00006451063,0.00008571566,0.00002426689,0.00001552502,0.00305639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004401791,"threshold_uncertainty_score":0.01472551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945903604692316,"score_gpt":0.3606303453092541,"score_spread":0.321171309262331,"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."}}