{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001202241,0.0001891688,0.0004113042,0.00004570446,0.001277814,0.00003556361,0.0002372307,0.0002399012,0.0002899104],"category_scores_gemma":[0.0005997735,0.0001518464,0.0001273981,0.0003310643,0.0003505356,0.0003477774,0.00002602666,0.001060932,0.0001489083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796096,"about_ca_system_score_gemma":0.0008907011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005897616,"about_ca_topic_score_gemma":0.00002504172,"domain_scores_codex":[0.9960918,0.001010132,0.000925908,0.000396138,0.0003358783,0.001240115],"domain_scores_gemma":[0.9976606,0.001077197,0.0004742637,0.0004959989,0.0001248993,0.0001669994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001295416,0.0004757027,0.01659215,0.001060493,0.00006206442,0.00001697883,0.4357564,0.000003408284,0.0005370606,0.01680529,0.1257648,0.4027961],"study_design_scores_gemma":[0.001797933,0.0003177951,0.03889407,0.004169865,0.00002868616,0.00007455736,0.7831937,0.00003286361,0.0006078985,0.01004473,0.1604255,0.0004123748],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.338292,0.004619017,0.001183769,0.4415566,0.01159064,0.001854179,0.0001137193,0.0003298089,0.2004602],"genre_scores_gemma":[0.9785009,0.00007226605,0.0004269556,0.01605629,0.0006710861,0.00001795371,0.0000921032,0.00004402245,0.004118416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6402089,"threshold_uncertainty_score":0.9828043,"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."}}