{"id":"W3003890413","doi":"10.2196/16275","title":"Effects of Bluetooth-Enabled Desk Ellipticals on Office Work Performance: Rationale, Design, and Protocol for a Randomized Trial With Overweight and Obese Adults","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Desk; Overweight; Protocol (science); Randomized controlled trial; Bluetooth; Work (physics); Medicine; Psychology; Gerontology; Computer science; Obesity; Engineering; Telecommunications; Alternative medicine; Wireless","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03918834,0.005417547,0.00725709,0.002537122,0.003421683,0.003165544,0.003071757,0.009158071,0.04111321],"category_scores_gemma":[0.04314036,0.00254227,0.003918799,0.002687728,0.003179593,0.003123381,0.001749405,0.00722596,0.008356162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003263255,"about_ca_system_score_gemma":0.01181744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310318,"about_ca_topic_score_gemma":0.002664767,"domain_scores_codex":[0.9704733,0.01976698,0.003161905,0.002054557,0.002420311,0.002122936],"domain_scores_gemma":[0.9820232,0.006985802,0.003586999,0.002079954,0.003227208,0.002096918],"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":[0.8537707,0.0390018,0.001279699,0.01837167,0.002178558,0.0003546469,0.0008684466,0.002208608,0.003744533,0.005273268,0.01462022,0.05832792],"study_design_scores_gemma":[0.9046077,0.05819995,0.002430751,0.003093502,0.001074668,0.0000704995,0.0001752325,0.002601128,0.00122516,0.003695504,0.02270374,0.0001221242],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002627084,0.0002323142,0.001807867,0.0002192502,0.0003543175,0.9937375,0.0003720271,0.00009077804,0.0005589064],"genre_scores_gemma":[0.001772291,0.00007142223,0.002242951,0.0001167634,0.0000421529,0.9955348,0.00002801978,0.000004114567,0.0001874573],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04111321,"threshold_uncertainty_score":0.2072502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751109660111198,"score_gpt":0.4872929440171163,"score_spread":0.3121819780059965,"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."}}