{"id":"W2767555125","doi":"10.1177/2165079917738264","title":"Fitbit Activity Trackers Interrupt Workplace Sedentary Behavior: A New Application","year":2017,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sitting; Sedentary behavior; Activity tracker; Physical therapy; Physical activity; Psychology; Physical medicine and rehabilitation; Medicine","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":[0.0007401497,0.000858155,0.0006907221,0.001176842,0.0002939737,0.0008234708,0.0008264726,0.00124325,0.008525454],"category_scores_gemma":[0.002231152,0.0004515301,0.0006454849,0.0005636866,0.0001528959,0.001075788,0.0009956022,0.0005242797,0.001681026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561134,"about_ca_system_score_gemma":0.0001997459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005233517,"about_ca_topic_score_gemma":0.001171846,"domain_scores_codex":[0.9994841,0.0001166827,0.00004627412,0.0001277967,0.0001869527,0.00003821485],"domain_scores_gemma":[0.9985899,0.0006920051,0.0001394751,0.0001177643,0.0002981505,0.0001625921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005671838,0.002738481,0.04540182,0.001900555,0.0003684184,0.001011464,0.001217227,0.0004568167,0.1304653,0.0006260616,0.01977476,0.7903674],"study_design_scores_gemma":[0.003256756,0.03375103,0.5302961,0.002238615,0.003120216,0.01729761,0.001577062,0.03224936,0.1411337,0.002136915,0.2320118,0.0009308623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.66545,0.0183574,0.2558992,0.002477799,0.00239385,0.00273917,0.008357604,0.02371733,0.02060766],"genre_scores_gemma":[0.7365651,0.006746082,0.220125,0.00204808,0.0008034587,0.002601333,0.003684386,0.000748602,0.02667801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008525454,"threshold_uncertainty_score":0.02852052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702662514699417,"score_gpt":0.3680044330424806,"score_spread":0.3409778078954865,"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."}}