{"id":"W4402533747","doi":"10.1177/10398562241283206","title":"Psychosocial workplace safety in mental health services – Commentary and considerations to improve safety","year":2024,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychosocial; Burnout; Mental health; Patient safety; Nursing; Psychology; Action (physics); Relevance (law); Medicine; Applied psychology; Health care; Psychiatry; Clinical psychology; Political science","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":[0.0167063,0.001247841,0.002092345,0.001552176,0.006667756,0.004932574,0.006446276,0.03826416,0.00585319],"category_scores_gemma":[0.1036728,0.000734729,0.002529918,0.001901397,0.01100945,0.01119004,0.004362402,0.04586239,0.002506449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01434008,"about_ca_system_score_gemma":0.02725711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0377779,"about_ca_topic_score_gemma":0.04122774,"domain_scores_codex":[0.980004,0.01056585,0.003165432,0.001310153,0.00376643,0.001188126],"domain_scores_gemma":[0.8636863,0.1005958,0.005627681,0.001252762,0.02334777,0.005489628],"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":[0.00004307539,0.0000178294,0.0001233506,0.002220481,0.00002703498,0.0003760353,0.001658912,0.00005517344,0.00006628559,0.004227843,0.9793183,0.01186573],"study_design_scores_gemma":[0.0001058539,0.00008575921,0.001283283,0.02504825,0.0001050782,0.001288397,0.007349645,0.0001813783,0.0001317702,0.01269453,0.951603,0.0001230238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001095636,0.0179663,0.00004164819,0.9408517,0.0403817,0.000008456696,0.00001978322,0.000006077981,0.0006149111],"genre_scores_gemma":[0.004648593,0.0244276,0.0002173172,0.8736857,0.09541646,0.00006958099,0.00002697583,0.00001783096,0.00149001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03826416,"threshold_uncertainty_score":0.104045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758734065939153,"score_gpt":0.3979967963253458,"score_spread":0.3804094556659542,"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."}}