{"id":"W4385851867","doi":"10.1093/tbm/ibad047","title":"When it comes to sedentary behaviour modification, should people be told what to do? A randomized comparison trial among home-based office workers living in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Translational Behavioral Medicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canmore Museum and Geoscience Centre; Canadian Armed Forces; Western University","funders":"Centene Corporation","keywords":"Sitting; Sedentary behavior; Randomized controlled trial; Repeated measures design; Physical therapy; Intervention (counseling); Medicine; Office workers; Demography; Psychology; Gerontology; Physical activity; Mathematics; Surgery; Nursing; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001633347,0.0008651299,0.002026841,0.0004157769,0.001408089,0.0008206461,0.001012593,0.001925625,0.005189891],"category_scores_gemma":[0.002860013,0.000538619,0.001714789,0.0005088336,0.001099405,0.0005061079,0.000514608,0.00176733,0.0002711686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008131136,"about_ca_system_score_gemma":0.01299959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3689546,"about_ca_topic_score_gemma":0.5389143,"domain_scores_codex":[0.9985651,0.0005350744,0.0001389736,0.0002563604,0.0002217548,0.0002827518],"domain_scores_gemma":[0.9986894,0.0002608236,0.000248524,0.000046975,0.000173599,0.0005807477],"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":[0.8864663,0.04199493,0.00520303,0.002715409,0.001848245,0.00009899434,0.0009031483,0.0005695286,0.002294549,0.0002489705,0.001349347,0.05630768],"study_design_scores_gemma":[0.7933221,0.1519224,0.04828207,0.0004257415,0.001913705,0.00002561264,0.0004475495,0.001059436,0.0005108301,0.0002556568,0.001781477,0.00005327626],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883944,0.00233123,0.0002540388,0.0005912954,0.0002696519,0.005992922,0.0003881575,0.00002883769,0.001749511],"genre_scores_gemma":[0.9874834,0.001663925,0.001480984,0.0004052554,0.0001364488,0.006235817,0.0002698122,0.000004959459,0.002319386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6310455,"threshold_uncertainty_score":0.733614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612940526439083,"score_gpt":0.4228700222841917,"score_spread":0.2615759696402833,"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."}}