{"id":"W4400352654","doi":"10.1093/occmed/kqae023.1096","title":"O-264 BURNOUT AND WORK PARTICIPATION OF HOME CARE REHABILITATION PROFESSIONALS TRANSITIONING OUT OF THE COVID-19 PANDEMIC: A MIXED-METHODS SEQUENTIAL EXPLANATORY PILOT STUDY IN ONTARIO, CANADA","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Conestoga College; CARE Canada; University of Toronto","funders":"","keywords":"Burnout; Coronavirus disease 2019 (COVID-19); Pandemic; Rehabilitation; 2019-20 coronavirus outbreak; Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Nursing; Gerontology; Family medicine; Physical therapy; Clinical psychology; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.001641201,0.0001224698,0.0003270642,0.0001822799,0.00021209,0.000002564076,0.00008091753,0.00006925321,0.0002775156],"category_scores_gemma":[0.0008999932,0.00008469162,0.00002844092,0.0003759588,0.0001202247,0.00006921473,0.00003079082,0.0003771206,4.703059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000967966,"about_ca_system_score_gemma":0.004094327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6522999,"about_ca_topic_score_gemma":0.9491863,"domain_scores_codex":[0.9970126,0.001275208,0.0007742834,0.0002409109,0.0005182733,0.0001787807],"domain_scores_gemma":[0.9963771,0.002918564,0.0002120473,0.0001655997,0.0002273078,0.00009936972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004651734,0.00009719766,0.8666595,0.0006505484,0.00003167702,0.000002785606,0.1258593,0.00007829486,0.0003281475,0.000218962,0.004157159,0.001451317],"study_design_scores_gemma":[0.001231731,0.0005323726,0.952198,0.001141223,0.00009211418,8.940246e-7,0.0432504,0.0000168507,0.000008739465,0.0005436565,0.0009018545,0.00008213569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920157,0.0008691967,0.0005950935,0.002588272,0.00272299,0.001054942,0.00004451839,0.00001934545,0.00008998474],"genre_scores_gemma":[0.9988194,0.000004863576,0.0003783828,0.0002270816,0.0001263359,0.0001924711,0.0001065792,0.00001093382,0.0001339361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2968864,"threshold_uncertainty_score":0.7263161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116541959839407,"score_gpt":0.4776612542806159,"score_spread":0.3660070582966752,"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."}}