{"id":"W3152715456","doi":"10.12927/hcq.2021.26466","title":"In Their Own Words: What do Healthcare Workers Want from Their Organization during the COVID-19 Pandemic?","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University; CARE Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Medicine; Political science; Virology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191138,0.0003992939,0.000555197,0.0002021509,0.0013523,0.0001742189,0.0004772069,0.000356164,0.001033157],"category_scores_gemma":[0.0001928813,0.0002815394,0.0001075698,0.001187716,0.00007341969,0.0006131718,0.000171886,0.001168218,0.0002705636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262753,"about_ca_system_score_gemma":0.002156611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008286127,"about_ca_topic_score_gemma":0.04204809,"domain_scores_codex":[0.9928491,0.003654883,0.001124441,0.0008413604,0.0004117319,0.001118543],"domain_scores_gemma":[0.9964623,0.001041284,0.0003909668,0.001250814,0.0002957672,0.0005588271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005614468,0.0001704603,0.3342344,0.001752319,0.0001124853,0.0002559572,0.5820546,0.00001309314,0.0002230659,0.002038836,0.006944444,0.07163893],"study_design_scores_gemma":[0.001751998,0.0001627484,0.05252098,0.001325303,0.00001511844,0.00002008959,0.8025324,0.00001506591,0.00001923873,0.005017862,0.1362328,0.0003864182],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055393,0.006182397,0.0004430778,0.1835842,0.002029659,0.00167768,0.0001371052,0.0002560983,0.0001505483],"genre_scores_gemma":[0.9479632,0.002552794,0.00005074654,0.04671158,0.0005814012,0.0003339676,0.0002323473,0.0000889031,0.001485019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2817135,"threshold_uncertainty_score":0.9999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06159507348620583,"score_gpt":0.3803177397324206,"score_spread":0.3187226662462147,"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."}}