{"id":"W2559572960","doi":"","title":"Working Together to Create a Respectful, Trusting, and Healthy Workplace for Faculty, Staff, and Students","year":2017,"lang":"en","type":"article","venue":"Creating Healthy Work Environments","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Workplace learning; Medical education; Pedagogy; Nursing; Medicine; Work (physics)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002475025,0.0005026529,0.0008150436,0.0001460514,0.00917419,0.0001779718,0.0005902452,0.0004502625,0.000129712],"category_scores_gemma":[0.001116542,0.0004504165,0.00007299252,0.0001170336,0.0001835082,0.000190972,0.001082631,0.001018085,0.00008179392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766747,"about_ca_system_score_gemma":0.000232065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038949,"about_ca_topic_score_gemma":0.000356436,"domain_scores_codex":[0.9946516,0.0006459281,0.001147512,0.001154056,0.0006997944,0.001701153],"domain_scores_gemma":[0.9954801,0.00125403,0.001039301,0.0009524324,0.00004892732,0.001225186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001588134,0.0001965436,0.9223117,0.000473603,0.00004797776,0.000007931659,0.006796631,0.000005154663,0.00002626027,0.0001463778,0.00201179,0.06638791],"study_design_scores_gemma":[0.005413097,0.001222871,0.8546238,0.009678531,0.00006544369,0.000003221659,0.006666723,0.00008297771,0.00001166971,0.0004397967,0.1210649,0.0007269195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798685,0.00188166,0.0005794386,0.01034069,0.0009295494,0.004054629,0.00007699123,0.00009815831,0.002170425],"genre_scores_gemma":[0.9666135,0.001517373,0.01138412,0.004359656,0.0009083139,0.001271259,0.0000453694,0.000153667,0.01374669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190531,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080797293070129,"score_gpt":0.4666578912528824,"score_spread":0.3585781619458696,"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."}}