{"id":"W4289745244","doi":"10.1080/00981389.2022.2104985","title":"COVID-19 and social work in health care in Canada: What are the impacts?","year":2022,"lang":"en","type":"article","venue":"Social Work in Health Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University; University of Guelph; University of Toronto; University of Waterloo","funders":"","keywords":"Pandemic; Social work; Coronavirus disease 2019 (COVID-19); Health care; Psychological resilience; Social distance; Work (physics); Psychology; Medicine; Nursing; Economic growth; Social psychology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001471691,0.0003011547,0.0007252632,0.0002484027,0.002533174,0.00004550546,0.0003596033,0.0001647991,0.0004376354],"category_scores_gemma":[0.00007899356,0.0003113862,0.0000837582,0.002500545,0.0001174058,0.00008430802,0.0002386157,0.001560513,0.000005351638],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04616437,"about_ca_system_score_gemma":0.02876965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.934002,"about_ca_topic_score_gemma":0.99111,"domain_scores_codex":[0.9938533,0.002436398,0.0009673989,0.0006621108,0.0005631577,0.00151767],"domain_scores_gemma":[0.9981659,0.0005249081,0.0004726915,0.0002735407,0.00003521184,0.0005277267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0010336,0.00007789471,0.3761714,0.00165356,0.000009825281,0.0001056081,0.5458503,0.00007366105,2.034275e-8,0.0007153612,0.03084801,0.04346071],"study_design_scores_gemma":[0.001322347,0.0001150859,0.3202234,0.0001030282,0.000001819731,0.000002260428,0.5275088,3.903845e-7,2.286358e-8,0.00005988704,0.1504925,0.0001705195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6335243,0.07646362,7.420819e-7,0.2839017,0.003047864,0.002450378,0.0003782544,0.00004888347,0.0001843098],"genre_scores_gemma":[0.904968,0.0004284121,0.000005931295,0.09354395,0.0003377394,0.0004322675,0.0001541428,0.00004531026,0.00008428955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714437,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991987436282859,"score_gpt":0.4140845825902458,"score_spread":0.3641647082274172,"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."}}