{"id":"W7028521362","doi":"","title":"THE EXPERIENCES OF HEALTH CARE WORKERS IN MANAGING AND PREVENTING COVID-19 AMONG MFWs IN NIAGARA REGION, ONTARIO","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Work (physics); Government (linguistics); Qualitative research; Public health; Theme (computing)","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":[0.002467251,0.0003175324,0.0005009682,0.0004411022,0.01761251,0.00297678,0.00159352,0.001404793,0.002065904],"category_scores_gemma":[0.004848735,0.0004362132,0.0003005848,0.0009022704,0.007462974,0.00138042,0.003631565,0.00218405,0.0001517587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02831331,"about_ca_system_score_gemma":0.04286212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8809152,"about_ca_topic_score_gemma":0.9485072,"domain_scores_codex":[0.99681,0.001257882,0.0001134197,0.000198169,0.0003853561,0.001235213],"domain_scores_gemma":[0.9959127,0.001193195,0.0004300851,0.0001014889,0.0006702888,0.001692164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002691887,0.00002468137,0.01008159,0.0001052987,0.000004052317,0.0008476131,0.9837682,0.00002371917,0.0004229636,0.0003552665,0.00138353,0.002956197],"study_design_scores_gemma":[0.000002340111,0.00003880625,0.008233973,0.0001357033,0.000003715626,0.0001084758,0.9835098,0.00002736173,0.00004761592,0.00004243404,0.007839727,0.000009918602],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865615,0.001193088,0.0001938133,0.00594596,0.00007262025,0.00008436824,0.00008193994,0.000008859631,0.00585787],"genre_scores_gemma":[0.9938039,0.001266742,0.0002756417,0.001553341,0.00002013074,0.00007461454,0.00003706058,0.000008496235,0.002960105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190848,"threshold_uncertainty_score":0.2395721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091914126796539,"score_gpt":0.3380484258884853,"score_spread":0.2971292846205199,"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."}}