{"id":"W4294379410","doi":"10.1186/s12877-022-03419-3","title":"COVID-19 pandemic or chaos time management: first-line worker shortage – a qualitative study in three Canadian Provinces","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Canadian Institute of Public Health Inspectors; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Moncton; Université Laval; Université de Montréal; Institut National de Santé Publique du Québec; University of Manitoba; Université du Québec en Outaouais; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Medicine; Qualitative research; Long-term care; Economic shortage; Coronavirus disease 2019 (COVID-19); Rehabilitation; Nursing; Gerontology; Family medicine; Government (linguistics); Sociology; Disease; Physical therapy","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":[0.006351991,0.000765277,0.0009631302,0.00245517,0.02945944,0.004378583,0.003332637,0.001737585,0.003538582],"category_scores_gemma":[0.008232594,0.0007664782,0.0004689307,0.004581432,0.01037986,0.001691972,0.004031641,0.002477914,0.0002385051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1030506,"about_ca_system_score_gemma":0.1211255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734359,"about_ca_topic_score_gemma":0.987553,"domain_scores_codex":[0.9955437,0.001311141,0.0001338779,0.0003739262,0.0006174073,0.002020025],"domain_scores_gemma":[0.9923193,0.002887516,0.0005114253,0.0001484934,0.001983147,0.002150117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004552117,0.00003150547,0.006822883,0.0002060057,0.000005265298,0.0007970005,0.9869542,0.00005287542,0.0005032404,0.0008579508,0.001085242,0.002638338],"study_design_scores_gemma":[0.000001803813,0.00001217847,0.002644556,0.0001151288,0.000002660497,0.00004762944,0.9933269,0.00003825951,0.00005772805,0.0000391967,0.003703369,0.00001058246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892809,0.001069398,0.0004830719,0.002325598,0.0000651436,0.0003413456,0.0004383652,0.00001387725,0.005982464],"genre_scores_gemma":[0.9933318,0.0009136877,0.0006227073,0.0009556391,0.00001082622,0.0002364344,0.0001483256,0.0000211109,0.003759571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030506,"threshold_uncertainty_score":0.7476879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312867883522089,"score_gpt":0.4358350016184805,"score_spread":0.3045482132662717,"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."}}