{"id":"W7130696688","doi":"10.1007/s12630-026-03070-1","title":"Coping strategies among acute and critical care nurses: a scoping review","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Canadian Blood Services; Brock University","funders":"Brock University; Canadian Blood Services","keywords":"Stressor; Coping (psychology); Psychological intervention; Health care; Social support; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00900568,0.001285874,0.003882431,0.01097632,0.001095574,0.003552992,0.001852396,0.002541322,0.002823461],"category_scores_gemma":[0.03609599,0.0007343479,0.003190302,0.011107,0.001082703,0.002833409,0.001661989,0.001075015,0.0002984346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280388,"about_ca_system_score_gemma":0.009484374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005740487,"about_ca_topic_score_gemma":0.01164798,"domain_scores_codex":[0.9944658,0.002057323,0.001891715,0.0003845873,0.001020958,0.0001796627],"domain_scores_gemma":[0.9710866,0.02251306,0.003725065,0.0002851907,0.00218105,0.0002089634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001629835,0.0001209286,0.00247822,0.7436157,0.002089307,0.0002556927,0.002764426,0.0001474086,0.0001847492,0.000719106,0.003178829,0.2442826],"study_design_scores_gemma":[0.00004722478,0.000151693,0.007737623,0.9591578,0.005037806,0.0005430626,0.002615411,0.0000810512,0.0001262892,0.0003230043,0.02414584,0.0000331605],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001540357,0.997431,0.00008741178,0.0002147097,0.00008058851,0.0002036887,0.00006186672,0.000002246802,0.0003781117],"genre_scores_gemma":[0.008647215,0.9897856,0.0004856259,0.0002493256,0.00005644588,0.000578842,0.00008682255,0.000001816337,0.0001084112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097632,"threshold_uncertainty_score":0.04762715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135738421255337,"score_gpt":0.3927559383317407,"score_spread":0.3613985541191874,"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."}}