{"id":"W4311981348","doi":"10.1016/j.wss.2022.100123","title":"Impacts of the COVID-19 pandemic on carer-employees’ well-being: a twelve-country comparison","year":2022,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pandemic; Mental health; Government (linguistics); Coronavirus disease 2019 (COVID-19); China; Work (physics); Psychology; Descriptive statistics; Economic growth; Medicine; Socioeconomics; Political science; Sociology; Psychiatry; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001292909,0.0004903065,0.0006458992,0.002678266,0.002280569,0.001583975,0.0006245268,0.0004585683,0.002287134],"category_scores_gemma":[0.003103839,0.0002349915,0.001612211,0.004986716,0.0007790331,0.0007005064,0.002198209,0.0007622136,0.0002037517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007445088,"about_ca_system_score_gemma":0.007375835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7532894,"about_ca_topic_score_gemma":0.8668372,"domain_scores_codex":[0.9987363,0.0001963572,0.00008583916,0.00009412172,0.0002369243,0.0006504889],"domain_scores_gemma":[0.9982691,0.0002129817,0.0002725106,0.00007384396,0.0008195369,0.0003520155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006506041,0.0002077822,0.9745098,0.0004081897,0.0004481475,0.0005983916,0.006299602,0.0003643128,0.0003086933,0.0004397896,0.001116509,0.01464822],"study_design_scores_gemma":[0.0000146462,0.0002453055,0.9708384,0.0001549519,0.0001469075,0.000176019,0.02678457,0.0001178419,0.00008662527,0.00003924648,0.001368007,0.00002754084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993057,0.0007630833,0.0000997751,0.0001247606,0.00001709791,0.0000959043,0.002388483,0.00000329377,0.003450537],"genre_scores_gemma":[0.9958838,0.001028654,0.0001931928,0.00008477244,0.000008368631,0.00008178972,0.002263031,0.000003626706,0.0004529062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532894,"threshold_uncertainty_score":0.496327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443196744711907,"score_gpt":0.3809850019167864,"score_spread":0.3365530344696673,"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."}}