{"id":"W1520910680","doi":"10.1139/h07-107","title":"Physical activity and inactivity profiling: the next generationThis article is part of a supplement entitled <i>Advancing physical activity measurement and guidelines in Canada: a scientific review and evidence-based foundation for the future of Canadian physical activity guidelines</i> co-published by <i>Applied Physiology, Nutrition, and Metabolism</i> and the <i>Canadian Journal of Public Health</i>. It may be cited as Appl. Physiol. Nutr. Metab. 32(Suppl. 2E) or as Can. J. Public Health 98(Suppl. 2).","year":2007,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Children's Hospital of Eastern Ontario","funders":"Public Health Agency","keywords":"Pedometer; Physical activity; Profiling (computer programming); Accelerometer; Energy expenditure; Applied psychology; Medicine; Psychology; Gerontology; Computer science; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004450915,0.0008495075,0.004483912,0.0005471084,0.001308949,0.0002356744,0.0003188767,0.0002751602,0.00001939332],"category_scores_gemma":[0.0007155421,0.0005160042,0.0003128212,0.001466293,0.00181212,0.0006435803,0.0001314072,0.00122779,3.059314e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005969975,"about_ca_system_score_gemma":0.01247476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2788357,"about_ca_topic_score_gemma":0.4438928,"domain_scores_codex":[0.9941889,0.001366832,0.001218682,0.001201693,0.0009095605,0.001114303],"domain_scores_gemma":[0.9933901,0.001525016,0.001966377,0.0006538562,0.001361186,0.001103427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001412185,0.004149767,0.000009283707,0.03996423,0.00144775,0.000002189645,0.001682164,0.000001859373,0.04177896,0.007611249,0.04348338,0.858457],"study_design_scores_gemma":[0.008713674,0.0002344638,0.001546533,0.002790458,0.001990553,0.00004080543,0.0008244312,0.0006784474,0.004579546,0.0009732731,0.9769839,0.0006439233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1887273,0.6362026,0.0000999429,0.162857,0.0002643077,0.01029096,0.001529941,0.00001853401,0.000009380903],"genre_scores_gemma":[0.4117607,0.580708,0.0002303122,0.005019463,0.0007469004,0.001232647,0.0002499379,0.00004568578,0.000006403472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9335005,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090629356712631,"score_gpt":0.3966802204473091,"score_spread":0.187617284776046,"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."}}