{"id":"W4402992127","doi":"10.1186/s12966-024-01652-0","title":"National implementation trial of BeUpstanding™: an online initiative for workers to sit less and move more","year":2024,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Health and Medical Research Council","keywords":"Champion; Desk; Cluster randomised controlled trial; Workforce; Medicine; Medical education; Sitting; Work (physics); Analytics; Psychological intervention; Nursing; Psychology; Engineering; Computer science; Political science","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":[0.01023861,0.00079345,0.00146448,0.0004032307,0.001057726,0.001125574,0.001420858,0.001577811,0.01006739],"category_scores_gemma":[0.01441129,0.0005594107,0.001180885,0.0004070247,0.001555904,0.001715313,0.00192213,0.003093316,0.001044736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191849,"about_ca_system_score_gemma":0.005799455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006413529,"about_ca_topic_score_gemma":0.009769302,"domain_scores_codex":[0.9922167,0.005759975,0.000479657,0.0005726482,0.0005329764,0.0004380101],"domain_scores_gemma":[0.994463,0.001966433,0.001169754,0.0004710688,0.0005534452,0.001376352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7188048,0.07975705,0.005329832,0.00647081,0.001800647,0.00009187096,0.00181646,0.0009725154,0.001102076,0.002147065,0.008557148,0.1731497],"study_design_scores_gemma":[0.6493166,0.3058099,0.02415772,0.001977091,0.001683572,0.00005835186,0.0008501837,0.001709147,0.001324842,0.001342185,0.01169961,0.00007073987],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276131,0.001803369,0.002329883,0.003128582,0.0008529177,0.04691202,0.001586559,0.0003640269,0.01540966],"genre_scores_gemma":[0.8825952,0.001303936,0.01162882,0.001967838,0.0003237386,0.09369545,0.001009924,0.00003918984,0.007435822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023861,"threshold_uncertainty_score":0.05414766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003401341856784,"score_gpt":0.4680046836457615,"score_spread":0.367664549460083,"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."}}