{"id":"W3175401196","doi":"10.12927/cjnl.2021.26530","title":"Supporting the Mental Health of Nurses through Digital Tools","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental health nursing; Nursing; Psychology; Medical education; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001857131,0.0004594229,0.0001988749,0.001935005,0.002477462,0.006093656,0.001017368,0.0007282493,0.01208135],"category_scores_gemma":[0.008162682,0.0001765349,0.0004679635,0.001267811,0.00228275,0.003822195,0.007451423,0.0008284647,0.001883166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002839915,"about_ca_system_score_gemma":0.009170753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05214246,"about_ca_topic_score_gemma":0.1322,"domain_scores_codex":[0.9987321,0.0005271701,0.00005081079,0.00005717541,0.0003427918,0.0002899384],"domain_scores_gemma":[0.9961831,0.001609979,0.0002791047,0.0003239073,0.0004478364,0.00115609],"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":[0.0001342564,0.0004886249,0.0113637,0.0007524696,0.00003677672,0.0005216688,0.01907296,0.0005518543,0.001624586,0.01485116,0.05660896,0.893993],"study_design_scores_gemma":[0.00009153863,0.0005009974,0.02492688,0.002845612,0.0001230031,0.0011158,0.04513444,0.001451877,0.002247282,0.01986001,0.9015644,0.0001382531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3529585,0.01697345,0.04128468,0.05887685,0.001651684,0.0006935162,0.001352673,0.005042642,0.521166],"genre_scores_gemma":[0.8488382,0.02798727,0.06285098,0.005614588,0.0004790473,0.0003918618,0.0007124498,0.0002375212,0.05288804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05214246,"threshold_uncertainty_score":0.1036779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3559097085051761,"score_gpt":0.5066986549458662,"score_spread":0.1507889464406901,"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."}}