{"id":"W3089022226","doi":"10.1186/s12960-020-00515-6","title":"Exploring the role of shift work in the self-reported health and wellbeing of long-term and assisted-living professional caregivers in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Lethbridge","funders":"University of Lethbridge; Alberta Health Services","keywords":"Mental health; Shift work; Gerontology; Health services research; Quality of life (healthcare); Health care; Well-being; Medicine; Psychology; Public health; Nursing; Psychiatry","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":[0.001383667,0.0002974541,0.0003212451,0.001025801,0.003791549,0.001193307,0.001340723,0.0003169883,0.001138473],"category_scores_gemma":[0.002112048,0.0002509821,0.000322526,0.002322647,0.0008281719,0.0002983169,0.001088445,0.0006758154,0.0001034397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02869719,"about_ca_system_score_gemma":0.03748025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948418,"about_ca_topic_score_gemma":0.9976541,"domain_scores_codex":[0.9991186,0.0001233495,0.00003475557,0.00007977755,0.0002851489,0.0003583444],"domain_scores_gemma":[0.9974982,0.0001859692,0.0002859233,0.00003855613,0.001300204,0.0006910544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008101791,0.00006530355,0.9765818,0.00007246037,0.00002471357,0.0002466903,0.01099675,0.00009681365,0.0002984008,0.00009118572,0.001138958,0.01030612],"study_design_scores_gemma":[0.000006612297,0.00003890149,0.9735671,0.0000879739,0.00001276263,0.00005540074,0.02492701,0.0001854142,0.00005167449,0.00002421032,0.001033089,0.000009993426],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973616,0.0005622552,0.00008836453,0.0003583528,0.00001327842,0.00003679519,0.000455853,0.000002861967,0.001120576],"genre_scores_gemma":[0.9981134,0.0005417802,0.0001964745,0.0001495071,0.000004713303,0.00002077442,0.0003315872,0.000001718705,0.0006400599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02869719,"threshold_uncertainty_score":0.2082137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395411676467306,"score_gpt":0.3107722235204193,"score_spread":0.2568181067557463,"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."}}