{"id":"W2606127121","doi":"10.1016/j.apergo.2017.03.012","title":"A practical guidance for assessments of sedentary behavior at work: A PEROSH initiative","year":2017,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Physical Activity and Health","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workers Compensation Board of British Columbia","funders":"","keywords":"Sedentary behavior; Sitting; Wearable computer; Sedentary lifestyle; Work (physics); Applied psychology; Wearable technology; Psychology; Physical activity; Medicine; Gerontology; Physical therapy; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01459291,0.002989769,0.001729055,0.005142884,0.001621452,0.003144904,0.003390789,0.007629398,0.04025342],"category_scores_gemma":[0.03777608,0.001098817,0.001794367,0.002062634,0.001517009,0.004666941,0.004320407,0.004818018,0.04476868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176294,"about_ca_system_score_gemma":0.006351913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515043,"about_ca_topic_score_gemma":0.009245762,"domain_scores_codex":[0.9883172,0.005218712,0.001566402,0.0005254443,0.004026241,0.0003460673],"domain_scores_gemma":[0.9676383,0.01044024,0.001595342,0.001874403,0.01677583,0.001676013],"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":[0.0002501565,0.0008189963,0.001947353,0.001816573,0.00002707495,0.0005622827,0.0009934278,0.0004848932,0.003818676,0.003891809,0.4708671,0.5145215],"study_design_scores_gemma":[0.0001521892,0.0005976026,0.005733406,0.003921316,0.00005604705,0.001178281,0.001393877,0.00197301,0.002149049,0.007830584,0.9748743,0.0001402866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008392946,0.02104826,0.5784993,0.1574901,0.02005411,0.02106405,0.009915036,0.02130353,0.1622327],"genre_scores_gemma":[0.01175048,0.01510878,0.8611031,0.01787857,0.002647841,0.01037315,0.003700832,0.001207952,0.07622936],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04025342,"threshold_uncertainty_score":0.1346611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650765222119868,"score_gpt":0.4375696430827172,"score_spread":0.2724931208707303,"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."}}