{"id":"W4378173008","doi":"10.2196/46114","title":"Teleworking to Support Accommodation, Inclusion, and Health of Aging Workers: Protocol for a Study to Design, Validate, and Test a Reflective Application Guide","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Réseau québécois de recherche sur le vieillissement","keywords":"Inclusion (mineral); Context (archaeology); Accommodation; Work (physics); Population ageing; Protocol (science); Population; Psychology; Nursing; Applied psychology; Medicine; Engineering; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.07943895,0.002580245,0.002357514,0.003142948,0.006188096,0.004046319,0.004919351,0.006028806,0.03693902],"category_scores_gemma":[0.07157162,0.002676248,0.003015184,0.002550067,0.003656268,0.004358075,0.004083196,0.00916336,0.01144051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009201437,"about_ca_system_score_gemma":0.04619157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937786,"about_ca_topic_score_gemma":0.006780337,"domain_scores_codex":[0.9615189,0.02632228,0.00528647,0.001671863,0.003041273,0.002159189],"domain_scores_gemma":[0.9400741,0.0237508,0.005129757,0.00852384,0.01817956,0.004341776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02044901,0.03513822,0.005282455,0.05209131,0.0003458541,0.004485351,0.08320991,0.006680901,0.01196181,0.0429926,0.1788869,0.5584757],"study_design_scores_gemma":[0.04384837,0.02022915,0.01814949,0.03890384,0.0003439676,0.001605869,0.04776474,0.005378802,0.01295008,0.02835841,0.7816255,0.0008417658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001900844,0.00008565867,0.006639167,0.0004024706,0.0001303716,0.9886606,0.0005847581,0.00006877571,0.001527357],"genre_scores_gemma":[0.0008657246,0.00007547849,0.00923237,0.000127432,0.00001041439,0.9891514,0.00009460229,0.00000440988,0.0004382081],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07943895,"threshold_uncertainty_score":0.4201183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4485770792875073,"score_gpt":0.6406604591483146,"score_spread":0.1920833798608073,"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."}}