{"id":"W2084103512","doi":"10.1249/mss.0b013e31820513be","title":"Validation of the GENEA Accelerometer","year":2010,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Physical Activity and Health","field":"Medicine","cited_by":636,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Accelerometer; Shaker; Waist; Reliability (semiconductor); Concurrent validity; Criterion validity; Receiver operating characteristic; Intensity (physics); Mathematics; Pearson product-moment correlation coefficient; Validity; Statistics; Computer science; Medicine; Acoustics; Physics; Vibration; Construct validity; Body mass index; Psychometrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098608,0.00009294556,0.0003382085,0.0001897416,0.0001001216,0.000005079661,0.0002768733,0.00004541645,0.0003719908],"category_scores_gemma":[0.0002727373,0.00005188294,0.00004202256,0.001223542,0.001152318,0.0002247118,0.00006821848,0.0003699697,0.000005655821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003591064,"about_ca_system_score_gemma":0.0003035785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002485286,"about_ca_topic_score_gemma":0.00002339468,"domain_scores_codex":[0.9982861,0.00001002995,0.0002974629,0.0002567906,0.0008832783,0.0002662869],"domain_scores_gemma":[0.99906,0.00003879648,0.000134036,0.0004885448,0.0001190094,0.0001595982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004127915,0.0003760181,0.7842265,0.00005951835,1.645174e-7,0.000009850983,0.001310834,0.000003063106,0.1583423,0.00004596688,0.0002010502,0.0553834],"study_design_scores_gemma":[0.0003923838,0.00009884842,0.9821311,0.0002438887,0.00002301239,0.00001232977,0.0001038949,0.00009268971,0.01565209,0.0007520738,0.0004452599,0.00005247919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933152,0.000005510764,0.000008753946,0.00269525,0.0006590986,0.0003568066,6.34933e-7,0.00001404264,0.002944698],"genre_scores_gemma":[0.9991024,0.00003295007,0.0001863905,0.0002873838,0.0001595317,0.00001058568,0.000001376339,0.000005835226,0.0002136155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1979046,"threshold_uncertainty_score":0.4245765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629174385391259,"score_gpt":0.3282493720455664,"score_spread":0.2919576281916538,"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."}}