{"id":"W2284104458","doi":"10.1123/pes.2014-0218","title":"Comparing the Actical and ActiGraph Approach to Measuring Young Children’s Physical Activity Levels and Sedentary Time","year":2015,"lang":"en","type":"article","venue":"Pediatric Exercise Science","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"Canadian Institutes of Health Research","keywords":"Accelerometer; Physical activity; Limits of agreement; Activity monitor; Medicine; Physical therapy; Pedometer; Mathematics; Nuclear medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003613099,0.0007491569,0.0004943671,0.00137739,0.0002109325,0.0007555622,0.0005909244,0.0005786656,0.001148563],"category_scores_gemma":[0.007059071,0.0005659115,0.000621612,0.001367375,0.0003533347,0.000470865,0.0009671011,0.0005896661,0.0002530051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958373,"about_ca_system_score_gemma":0.000505671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301004,"about_ca_topic_score_gemma":0.01802659,"domain_scores_codex":[0.9931778,0.003069407,0.0006598887,0.001103412,0.001808104,0.0001812692],"domain_scores_gemma":[0.9943557,0.002043823,0.00147655,0.000447233,0.00138523,0.0002914624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00905503,0.00138899,0.6922166,0.001787028,0.001929953,0.000165189,0.004206587,0.001829075,0.06614821,0.001290531,0.002094866,0.2178879],"study_design_scores_gemma":[0.0002725354,0.003772387,0.9834762,0.00006480714,0.0002793911,0.0002631025,0.000807038,0.002282044,0.005958647,0.0001974757,0.00257281,0.00005363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618841,0.001072406,0.0292092,0.0001085746,0.000204119,0.0006867545,0.0009177087,0.0001169416,0.005800244],"genre_scores_gemma":[0.855775,0.001349497,0.1319539,0.00031162,0.0001774716,0.004866683,0.001322804,0.00007097296,0.004172015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003613099,"threshold_uncertainty_score":0.01910812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010550559794253,"score_gpt":0.2844087973207577,"score_spread":0.2343032917228152,"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."}}