{"id":"W2906991542","doi":"10.12968/nuwa.2018.sup23.8","title":"All in the mind","year":2018,"lang":"en","type":"article","venue":"Nursery World","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Mental health; Psychology; Public relations; Social psychology; Sociology; Nursing; Political science; Medicine; History; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002861182,0.001069637,0.0009490539,0.0008115066,0.009009459,0.01018811,0.001558062,0.006861704,0.07482116],"category_scores_gemma":[0.0170176,0.0004036139,0.001089016,0.0004117407,0.005975176,0.00809685,0.008681499,0.02017586,0.03803935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229111,"about_ca_system_score_gemma":0.008238353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007682644,"about_ca_topic_score_gemma":0.01370242,"domain_scores_codex":[0.9951597,0.001196859,0.0001759677,0.0007017159,0.001834888,0.0009308993],"domain_scores_gemma":[0.9863876,0.001172847,0.0005415346,0.0008057031,0.004406682,0.006685682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003341351,0.00007843266,0.001123704,0.0001155051,0.00003752235,0.0003176537,0.003003461,0.00004253725,0.0006220876,0.008736235,0.9418243,0.04406499],"study_design_scores_gemma":[0.00000784878,0.00002790737,0.0006684566,0.0001677538,0.00001101733,0.0004552834,0.004023328,0.00002797305,0.0001008384,0.003531683,0.990953,0.00002498625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002572813,0.00853107,0.002382645,0.7514138,0.1167478,0.00004369155,0.0001362451,0.0004329975,0.1177389],"genre_scores_gemma":[0.02563462,0.00431562,0.002169389,0.6176941,0.02102343,0.00005757876,0.0001417854,0.0003085011,0.328655],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07482116,"threshold_uncertainty_score":0.2503017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544844403444006,"score_gpt":0.4984873694340998,"score_spread":0.3440029290896992,"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."}}