{"id":"W4245725879","doi":"10.1007/978-94-007-0753-5_102367","title":"Management of Stress","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Stress (linguistics); Philosophy; Linguistics","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":[0.0005876452,0.0005529459,0.0002895954,0.0005363201,0.0009181236,0.002113147,0.0007047551,0.001204175,0.01571107],"category_scores_gemma":[0.000908923,0.0001608107,0.0002481688,0.0003791642,0.0016707,0.00155031,0.001896769,0.002275353,0.004610583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195703,"about_ca_system_score_gemma":0.00236387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478631,"about_ca_topic_score_gemma":0.003935104,"domain_scores_codex":[0.9996439,0.0001322317,0.00001199739,0.00003209568,0.0001299694,0.00004968769],"domain_scores_gemma":[0.9998357,0.0000470243,0.0000125996,0.00001353019,0.00004329765,0.00004783426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002564464,0.0001658632,0.0002784938,0.0005429874,0.00001376918,0.0002066949,0.004985902,0.0002167904,0.001088149,0.1346371,0.3726782,0.4851605],"study_design_scores_gemma":[0.000006509324,0.00002942934,0.00066751,0.0009822383,0.000004849976,0.0004031861,0.001282709,0.00008329273,0.0001784853,0.02957094,0.9667825,0.000008383427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003088214,0.1005939,0.01110624,0.03374187,0.007780291,0.0001338985,0.00005828416,0.0001405175,0.8433567],"genre_scores_gemma":[0.04532392,0.1030631,0.009554112,0.01954172,0.003747386,0.0003309579,0.0001105201,0.00009297887,0.8182353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01571107,"threshold_uncertainty_score":0.05255878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768156733660296,"score_gpt":0.4223175132801743,"score_spread":0.3455018399141446,"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."}}