{"id":"W4322504106","doi":"10.1177/17449871221143615","title":"Male nurses’ mental health and provision of emotional support during COVID-19: a thematic analysis","year":2023,"lang":"en","type":"article","venue":"Journal of research in nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Thematic analysis; Mental health; Psychology; Stressor; Context (archaeology); Coping (psychology); Nursing; Social support; Pandemic; Interpersonal communication; Emotional support; Clinical psychology; Qualitative research; Coronavirus disease 2019 (COVID-19); Medicine; Psychiatry; Social psychology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047528,0.00008790001,0.0003884708,0.002588982,0.000248933,0.00002176729,0.0001670226,0.00005757247,0.0004261532],"category_scores_gemma":[0.0002452962,0.00007684534,0.0001170643,0.002112133,0.0002226155,0.0001250197,0.00004396458,0.0004575268,0.00001116975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329277,"about_ca_system_score_gemma":0.001384691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002648624,"about_ca_topic_score_gemma":0.00004725944,"domain_scores_codex":[0.9970059,0.0006266164,0.0007113583,0.0002031199,0.0009237944,0.000529176],"domain_scores_gemma":[0.9983386,0.0004816556,0.0003159019,0.000168885,0.00009915864,0.0005958104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004179556,0.002936656,0.6842324,0.004582243,0.0005816816,0.001186694,0.1634101,0.0003468265,0.002040966,0.002607911,0.02508548,0.1088094],"study_design_scores_gemma":[0.01124644,0.006525658,0.7690308,0.006502619,0.0001269007,0.004815125,0.1859778,0.002663786,0.0002581336,0.009438777,0.002987743,0.0004261681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867165,0.0006706633,0.00007927686,0.01124797,0.0003084255,0.0003515741,0.00001675901,0.000009363701,0.0005994626],"genre_scores_gemma":[0.9983374,0.0003807778,0.0002077377,0.0001301579,0.00008677286,0.00000464372,0.00001103577,0.00001194368,0.0008294629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083833,"threshold_uncertainty_score":0.4666078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650670550664378,"score_gpt":0.5840607104038469,"score_spread":0.4189936553374091,"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."}}