{"id":"W2498996058","doi":"10.1038/pr.2016.133","title":"Assessment of pedometer accuracy in capturing habitual types of physical activities in overweight and obese children","year":2016,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; McGill University; Wilfrid Laurier University","funders":"","keywords":"Pedometer; Overweight; Obesity; Medicine; Physical activity; Physical therapy; Psychology; Endocrinology","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":[0.003495304,0.0005575595,0.0004849877,0.001032956,0.0003177047,0.001163785,0.0006362228,0.0008006266,0.000571951],"category_scores_gemma":[0.01649142,0.0005662574,0.0005569487,0.0008553728,0.0003828609,0.0006725031,0.0007239491,0.0007906171,0.0002495009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004738444,"about_ca_system_score_gemma":0.000431713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009736854,"about_ca_topic_score_gemma":0.01750699,"domain_scores_codex":[0.9963832,0.001177104,0.0005111747,0.0005264475,0.001084596,0.0003174111],"domain_scores_gemma":[0.9887405,0.005215561,0.002810114,0.0006543547,0.002263403,0.0003160558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004448612,0.00007179275,0.9898996,0.00004471858,0.0001075197,0.00002791617,0.000248513,0.0002533188,0.001802217,0.00003017825,0.00006197274,0.007007475],"study_design_scores_gemma":[0.000009329915,0.0002801207,0.9962177,0.00001959787,0.00006929527,0.0002139226,0.0001949157,0.001244168,0.001562849,0.00001418851,0.0001668751,0.000007146471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963382,0.0004617381,0.001913203,0.00003213124,0.00002247021,0.00002506685,0.0002462562,0.0000218415,0.0009390961],"genre_scores_gemma":[0.9968503,0.0001614876,0.002374474,0.00003423856,0.00001026046,0.00003370295,0.000197132,0.00001258623,0.0003258651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009736854,"threshold_uncertainty_score":0.01936036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993859055520932,"score_gpt":0.4269185843943193,"score_spread":0.36697999383911,"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."}}