{"id":"W3194735284","doi":"10.1136/bmjopen-2021-051099","title":"Telework in a pandemic context: protocol of a participatory study on the effects of teleworking conditions on the well-being and social participation of workers","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Centre for Interdisciplinary Research in Rehabilitation","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Context (archaeology); Public relations; Medicine; Focus group; Protocol (science); Citizen journalism; Pandemic; Medical education; Sociology; Coronavirus disease 2019 (COVID-19); Political science; Qualitative research; Social science; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739928,0.00009882606,0.0003097492,0.00003795321,0.0002724298,0.00004015414,0.0003222202,0.00007741369,0.00005464692],"category_scores_gemma":[0.001158348,0.00006673818,0.00004666095,0.000388976,0.0003577871,0.0000782127,0.0001454197,0.0001965125,0.000002260414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005281224,"about_ca_system_score_gemma":0.00023781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003821906,"about_ca_topic_score_gemma":0.004897363,"domain_scores_codex":[0.9970801,0.00171238,0.0004003985,0.0001910576,0.0003976416,0.0002184376],"domain_scores_gemma":[0.9962956,0.002994373,0.0003559463,0.0002425821,0.00008432061,0.00002716011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002565582,0.0005900191,0.8557153,0.0001057655,0.00007160891,0.000004852325,0.1315003,0.00002538782,0.0003606383,0.009805293,0.0003453777,0.001218927],"study_design_scores_gemma":[0.001097462,0.0002821745,0.8563453,0.00146836,0.0000345339,1.214193e-7,0.136713,0.000008455187,0.001271459,0.002500754,0.0001746291,0.0001037202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219956,0.000009054534,0.00000111611,0.0009312978,0.00005076395,0.07170848,0.000001511252,0.000008449932,0.005293733],"genre_scores_gemma":[0.9238308,0.00000260542,0.000004593014,0.00013671,0.00004956006,0.07591888,4.821417e-7,0.000008749227,0.00004764074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007304539,"threshold_uncertainty_score":0.2732843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441136482818858,"score_gpt":0.4610397586967704,"score_spread":0.3169261104148846,"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."}}