{"id":"W4321481973","doi":"10.1200/op.22.00649","title":"Staff Experiences With Remote Work in a Comprehensive Cancer Center During the COVID-19 Pandemic and Recommendations for Long-Term Adoption","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Princess Margaret Cancer Centre; University Health Network; Public Health Ontario; University of Toronto","funders":"Princess Margaret Cancer Foundation","keywords":"Pandemic; Medicine; Logistic regression; Odds ratio; Coronavirus disease 2019 (COVID-19); Family medicine; Work (physics); Thematic analysis; Odds; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009444726,0.0001061795,0.0001743533,0.00008598266,0.0007159702,0.00006055521,0.0001877323,0.0001345152,0.00005784263],"category_scores_gemma":[0.0008382998,0.00008195431,0.00002183615,0.0005242222,0.0004153804,0.0004664358,0.00007410378,0.0002721409,0.000006463993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006286448,"about_ca_system_score_gemma":0.0003812645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008680606,"about_ca_topic_score_gemma":0.03098737,"domain_scores_codex":[0.9982875,0.0006967816,0.0001861805,0.0003049779,0.0001701764,0.0003543551],"domain_scores_gemma":[0.9953822,0.004021882,0.0002482128,0.0001372515,0.0001123605,0.0000980179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001251005,0.0001548604,0.6054211,0.00005396903,0.00007187213,0.00003887869,0.3738677,0.0001112557,0.00002358915,0.0001511461,0.004376845,0.01447782],"study_design_scores_gemma":[0.001284694,0.000136167,0.2117313,0.0000586338,0.00003052186,0.00002445658,0.4709443,0.0000107327,0.000001095193,0.00005250707,0.315578,0.0001475561],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190733,0.0003889105,0.00009764641,0.07840897,0.0004244555,0.0007369351,0.0000074237,0.000112992,0.0007493354],"genre_scores_gemma":[0.9855499,0.01005286,0.0008991918,0.002024344,0.0002564451,0.000512288,0.00001190397,0.00001543347,0.0006776436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3936897,"threshold_uncertainty_score":0.9866946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313329587901443,"score_gpt":0.4490943937063904,"score_spread":0.3177614349162462,"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."}}