{"id":"W7025285317","doi":"","title":"Understanding the Challenges Experienced by Immigrant Personal Support Workers (PSWs) during the COVID-19 Pandemic: Evidence from Windsor, Ontario","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Workforce; Intersectionality; Health care; Focus group; Pandemic; Burnout; Workforce development; Psychological resilience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001870177,0.0003239636,0.000301887,0.0006861548,0.006355047,0.002796568,0.001070726,0.0006970087,0.002540879],"category_scores_gemma":[0.003583693,0.000317868,0.0004570934,0.001252261,0.002987911,0.001004122,0.002800998,0.0007166035,0.0002130092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01444385,"about_ca_system_score_gemma":0.02482523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.946732,"about_ca_topic_score_gemma":0.9868411,"domain_scores_codex":[0.9992502,0.0001577974,0.00003374993,0.00006691433,0.0002536257,0.0002377293],"domain_scores_gemma":[0.9983546,0.0004335086,0.0002957905,0.00008192542,0.0005013489,0.0003328594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001925625,0.00007348848,0.386986,0.0004276189,0.00004292109,0.001553199,0.5693892,0.0002819795,0.0009730116,0.0009805438,0.003688794,0.03541073],"study_design_scores_gemma":[0.000004628769,0.00004681789,0.2105438,0.0004897329,0.00002439712,0.0001575817,0.7770313,0.0002210446,0.00009910884,0.0001261826,0.01123219,0.00002312743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931267,0.0007270499,0.0001460925,0.000833115,0.00001460661,0.00002977048,0.0001830912,0.000003032109,0.004936477],"genre_scores_gemma":[0.9964128,0.001410281,0.0002571291,0.0003023192,0.000005068865,0.0000262396,0.0001528501,0.000005401231,0.001427916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05326802,"threshold_uncertainty_score":0.1071634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2885904967657359,"score_gpt":0.3187215890223244,"score_spread":0.03013109225658844,"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."}}