{"id":"W4389332176","doi":"10.1371/journal.pgph.0002675","title":"Effect of mode of healthcare delivery on job satisfaction and intention to quit among nurses in Canada during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Health care; Pandemic; Job satisfaction; Nursing; Medicine; Modalities; Logistic regression; Healthcare delivery; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Social psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048193,0.0001493199,0.0003717399,0.0001960411,0.0001385015,0.000008915426,0.0001251973,0.00007484147,0.00002580451],"category_scores_gemma":[0.0003141182,0.0001212981,0.00003739819,0.0008096172,0.00005454492,0.00007362981,0.00006239813,0.000204859,0.000006688765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006956394,"about_ca_system_score_gemma":0.003518632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926766,"about_ca_topic_score_gemma":0.9905707,"domain_scores_codex":[0.9972661,0.0008910961,0.0005356978,0.0003453165,0.0003769067,0.0005848802],"domain_scores_gemma":[0.998421,0.0004703531,0.0002180677,0.0002801469,0.00004580283,0.0005646325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002995915,0.00002942181,0.9687769,0.001397578,0.00001994861,0.000004743928,0.001408904,0.00005373118,0.00002684153,0.0004658775,0.0008599767,0.02665649],"study_design_scores_gemma":[0.0008622727,0.0007081571,0.9956684,0.0001279516,0.000004859799,0.000008185467,0.001904807,0.0001316088,0.00001037971,0.00004275598,0.0004516081,0.0000790786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863204,0.0001653268,0.000006848383,0.01127322,0.0005953559,0.001168516,0.0003252003,0.00005449428,0.00009066702],"genre_scores_gemma":[0.996087,0.0001711539,0.000001771003,0.003553418,0.00002480063,0.00009140465,0.0000248138,0.00001116156,0.00003453662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689144,"threshold_uncertainty_score":0.9968557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735493162138477,"score_gpt":0.4110895176983931,"score_spread":0.3437345860770084,"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."}}