{"id":"W2110759991","doi":"10.1123/jpah.8.4.587","title":"Actical Accelerometer Sedentary Activity Thresholds for Adults","year":2011,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"Institut pour la Recherche en Santé Publique; Public Health Agency of Canada","keywords":"Physical activity; Activity monitor; Accelerometer; Medicine; Physical therapy; Sedentary behavior; Sedentary lifestyle; Physical medicine and rehabilitation; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001247355,0.0004079712,0.0003402465,0.001185565,0.0003384923,0.0005970553,0.0006342261,0.000514287,0.002621084],"category_scores_gemma":[0.006797461,0.0001529717,0.0005022972,0.001215872,0.0001492341,0.0002998135,0.0003923895,0.0003265566,0.0007419328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749172,"about_ca_system_score_gemma":0.0007613475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04925121,"about_ca_topic_score_gemma":0.1018288,"domain_scores_codex":[0.9984344,0.0001897771,0.0003095836,0.0001763485,0.0007520354,0.0001379179],"domain_scores_gemma":[0.9958602,0.0005541958,0.001371801,0.0001741691,0.001821693,0.000218055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000319218,0.00004012975,0.9717485,0.0002240124,0.00007715041,0.00003762536,0.000319882,0.000275139,0.0007379549,0.0001902039,0.00363421,0.02239607],"study_design_scores_gemma":[0.00001176431,0.0001307906,0.9959207,0.00005118401,0.00003852431,0.0001600282,0.0001449905,0.0004276598,0.000386354,0.0001191929,0.002600494,0.000008289358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396985,0.002599272,0.00826298,0.000284163,0.0001057023,0.0004716435,0.03299958,0.0002048407,0.01537328],"genre_scores_gemma":[0.9702229,0.0005825586,0.009265616,0.000127232,0.00003159057,0.0004146264,0.01819172,0.00002008506,0.001143676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04925121,"threshold_uncertainty_score":0.09792906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.184448830136754,"score_gpt":0.4024386048303084,"score_spread":0.2179897746935543,"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."}}