{"id":"W7045447368","doi":"","title":"All I want for Christmas is a new cubicle : Derek Puddicombe offers the NRC a few tips on creating the ultimate work environment","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Work environment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0045082,0.0008608826,0.0009196851,0.000675906,0.01394537,0.01079382,0.001298195,0.006920178,0.1538464],"category_scores_gemma":[0.01349492,0.0008508717,0.00078538,0.0004067082,0.002984545,0.006600025,0.006922666,0.01853889,0.09563079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329669,"about_ca_system_score_gemma":0.01148411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157049,"about_ca_topic_score_gemma":0.05431849,"domain_scores_codex":[0.9962774,0.0006875833,0.0001137096,0.0004038734,0.001593639,0.0009238303],"domain_scores_gemma":[0.9877542,0.0008746756,0.0002033429,0.0003823998,0.002867837,0.007917563],"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":[0.00001055101,0.00001593747,0.00006709887,0.00001004138,0.000001482789,0.00003611086,0.0001160833,0.00001269679,0.00007073252,0.00234223,0.9899659,0.007351008],"study_design_scores_gemma":[0.00000419336,0.00001279154,0.0001589868,0.00002773944,0.000001146545,0.00006471349,0.0006069086,0.00001816769,0.00004534871,0.0009952019,0.998052,0.00001282915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001096624,0.004968224,0.001814419,0.7128999,0.09049458,0.0001045491,0.0002051516,0.0007981701,0.1876183],"genre_scores_gemma":[0.005432333,0.001220473,0.001337634,0.06969873,0.003769428,0.00005467269,0.00007268932,0.0003615718,0.9180524],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1538464,"threshold_uncertainty_score":0.5146676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409310714996531,"score_gpt":0.4047242295337183,"score_spread":0.2637931580340651,"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."}}