{"id":"W3005071707","doi":"10.2196/15756","title":"Supporting Workers to Sit Less and Move More Through the Web-Based BeUpstanding Program: Protocol for a Single-Arm, Repeated Measures Implementation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Bespoke; Work (physics); Public relations; Protocol (science); Government (linguistics); Business; Nursing; Process management; Medicine; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007269762,0.0003397639,0.0004672284,0.0001724826,0.003490333,0.0002590326,0.0005053084,0.000200084,0.0001500155],"category_scores_gemma":[0.001285049,0.000242655,0.00008819006,0.001421342,0.0001454717,0.0002760137,0.000392441,0.001500967,0.00002414675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004421656,"about_ca_system_score_gemma":0.001496102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000267092,"about_ca_topic_score_gemma":0.0003248813,"domain_scores_codex":[0.9913322,0.002942056,0.001306345,0.0009164428,0.001394131,0.002108842],"domain_scores_gemma":[0.9958909,0.001544955,0.000466992,0.00053899,0.0009002247,0.0006579774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02296593,0.00384764,0.5898271,0.01500745,0.0001393278,0.00007392695,0.1233896,0.0001397399,0.003203433,0.0004066265,0.1318591,0.1091401],"study_design_scores_gemma":[0.02683983,0.01920422,0.007572372,0.006231204,0.00001779076,0.000001676797,0.2100655,0.001628727,0.001942959,0.0004931214,0.7253131,0.0006894966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009234331,8.235841e-7,0.0004644104,0.0180795,0.00001013396,0.971094,0.00002399792,0.000334006,0.0007587574],"genre_scores_gemma":[0.05245516,4.754913e-8,0.001390752,0.001692033,0.0003521764,0.9438716,0.0000185785,0.00009698133,0.000122743],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.593454,"threshold_uncertainty_score":0.997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510175375033325,"score_gpt":0.6707258456987375,"score_spread":0.1605504706654125,"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."}}