{"id":"W3174356317","doi":"10.12927/cjnl.2021.26536","title":"Mental Health and Addiction Response: Supporting Nursing Resilience in a Pandemic","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Pandemic; Mental health; Addiction; Coronavirus disease 2019 (COVID-19); Nursing; Resilience (materials science); Psychology; 2019-20 coronavirus outbreak; Mental health nursing; Psychological resilience; Medicine; Psychiatry; Social psychology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001134066,0.0001428683,0.0002198184,0.0001830691,0.0002437607,0.00002880843,0.0000717404,0.0001227159,0.0001370074],"category_scores_gemma":[0.0001473443,0.0001689537,0.00003631892,0.0003881526,0.0002014428,0.0001097923,0.000008653149,0.0003820425,0.00002355839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599393,"about_ca_system_score_gemma":0.0008488477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001913056,"about_ca_topic_score_gemma":0.0001753347,"domain_scores_codex":[0.9974418,0.0007245544,0.0003894622,0.0005145115,0.000196219,0.0007334422],"domain_scores_gemma":[0.9991152,0.0002590281,0.0001325207,0.0002242309,0.00001778125,0.0002512379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003048518,0.0005881019,0.07891474,0.0001272137,0.00001150253,0.00008185816,0.2206128,0.000002943436,0.004387777,0.0006363921,0.007520252,0.6840679],"study_design_scores_gemma":[0.003389812,0.0008368029,0.5610206,0.00505002,0.00001627499,0.0008479162,0.4219512,0.0002388255,0.0004256585,0.0006658635,0.005126358,0.0004306585],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474209,0.009675115,0.0001992093,0.03922827,0.001263311,0.0003006123,0.000009559967,0.0001118169,0.001791234],"genre_scores_gemma":[0.9946041,0.00005085225,0.0002215938,0.003421573,0.000101923,0.00001066111,0.00003093878,0.00002256909,0.001535777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6836373,"threshold_uncertainty_score":0.6889732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2652548793869319,"score_gpt":0.4685276800297313,"score_spread":0.2032728006427994,"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."}}