{"id":"W3112642773","doi":"10.1016/j.iccn.2020.102999","title":"The effect of COVID-19 pandemic on the mental health of Canadian critical care nurses providing patient care during the early phase pandemic: A mixed method study","year":2020,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":265,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Fraser Health; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Anxiety; Worry; Thematic analysis; Distress; Mental health; Pandemic; Intensive care; Health care; Critical care nursing; Qualitative research; Population; Depression (economics); Psychiatry; Family medicine; Nursing; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007722717,0.0007750553,0.001109353,0.001581931,0.007159738,0.003358983,0.002707239,0.001598593,0.002736087],"category_scores_gemma":[0.01674754,0.0008454705,0.001634471,0.002694755,0.002591003,0.001299832,0.002537642,0.002995929,0.0001927142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04607775,"about_ca_system_score_gemma":0.06134075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9475161,"about_ca_topic_score_gemma":0.9762751,"domain_scores_codex":[0.9920197,0.002348314,0.0004262979,0.0007098601,0.001980646,0.002515042],"domain_scores_gemma":[0.9898127,0.002638452,0.002166815,0.0003718445,0.003085297,0.001924823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001540315,0.003913542,0.90864,0.0005502107,0.0008662289,0.0001620014,0.0671705,0.0001788968,0.0004410367,0.0005769927,0.002858714,0.01310153],"study_design_scores_gemma":[0.00009309029,0.0008530417,0.9447902,0.0002568301,0.0001774215,0.00002489927,0.05187893,0.0002624764,0.00009486225,0.00008464125,0.001399138,0.00008437698],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969923,0.0003122574,0.00007515901,0.0003712914,0.00003758368,0.0003292609,0.0005560433,0.000002386906,0.001323602],"genre_scores_gemma":[0.996146,0.0004387404,0.0005134823,0.0006516727,0.00003517873,0.0006104583,0.0004912206,0.000005492681,0.0011078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05248392,"threshold_uncertainty_score":0.334319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043173561766958,"score_gpt":0.4910829122296682,"score_spread":0.3867655560529725,"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."}}