{"id":"W4290729589","doi":"10.1097/jom.0000000000002663","title":"Working From Home During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; Coronavirus Infections; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009742773,0.0002411631,0.0002286631,0.0006808508,0.0008038951,0.0006631672,0.0003951594,0.0004227369,0.001568066],"category_scores_gemma":[0.004025742,0.0001433341,0.0003031092,0.0004112557,0.0003400964,0.0005675961,0.001090917,0.0006607972,0.0002052488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004935311,"about_ca_system_score_gemma":0.0005207391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008658831,"about_ca_topic_score_gemma":0.01395833,"domain_scores_codex":[0.9990824,0.0003038458,0.0001009125,0.00009782457,0.0001743235,0.0002405765],"domain_scores_gemma":[0.9968136,0.0003326592,0.001886304,0.00007544705,0.0002642856,0.0006277008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003560779,0.0000474582,0.9958475,0.00002089208,0.00002787243,0.00008459952,0.0003236154,0.00003476401,0.00008283096,0.00001132484,0.0002592795,0.00322436],"study_design_scores_gemma":[0.000001413017,0.00007809948,0.9982003,0.00002505255,0.000005930357,0.0001875596,0.001211657,0.00004361965,0.00002699445,0.00001051679,0.0002057045,0.000003078777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983644,0.0002602374,0.00007129362,0.000185992,0.00002276611,0.00001735509,0.0003172607,0.000002914556,0.0007577838],"genre_scores_gemma":[0.9992823,0.0001638159,0.00007794733,0.00007247904,0.00002171052,0.00001256257,0.0002257314,8.395648e-7,0.0001427471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008658831,"threshold_uncertainty_score":0.01721686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559458152940406,"score_gpt":0.3188951393186245,"score_spread":0.2533005577892204,"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."}}