{"id":"W2774538923","doi":"10.7717/peerj.4130","title":"Measurement of sedentary behaviour in population health surveys: a review and recommendations","year":2017,"lang":"en","type":"review","venue":"PeerJ","topic":"Physical Activity and Health","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Statistics Canada; Public Health Agency of Canada; University of Ottawa","funders":"Public Health Agency of Canada","keywords":"Population health; Population; Geography; Medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002639188,0.0001569545,0.002265215,0.0001082777,0.00006465572,0.000005821117,0.00006760224,0.0000763499,0.00002399891],"category_scores_gemma":[0.0001815871,0.0001299405,0.0001508798,0.00009821881,0.00001888733,0.00006573003,0.00003351506,0.0003400725,0.000004698005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221958,"about_ca_system_score_gemma":0.0004376578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830944,"about_ca_topic_score_gemma":0.002117107,"domain_scores_codex":[0.9982048,0.000532164,0.0006215785,0.0002233835,0.0002640033,0.0001540691],"domain_scores_gemma":[0.9988321,0.00004498823,0.000598325,0.0003293925,0.00007177432,0.000123405],"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":[0.00000114651,0.0002826534,0.001205601,0.123712,0.00002532226,9.002088e-7,0.00001285784,2.210416e-9,2.538919e-8,0.00001264248,0.001258589,0.8734883],"study_design_scores_gemma":[0.0003101647,0.0002223642,0.0687373,0.221334,0.0009159634,0.00002081149,0.000002686547,5.648056e-7,6.049856e-8,0.00003691283,0.7082782,0.0001409263],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001582454,0.9937829,0.000005793944,0.0046469,0.00005418956,0.001341635,0.00007147111,0.00000905429,0.00007217356],"genre_scores_gemma":[0.0005499548,0.9984176,0.00006142062,0.0002602316,0.00005095096,0.00005834769,0.0005292216,0.00001510038,0.00005718258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8733474,"threshold_uncertainty_score":0.7302974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3977196325675041,"score_gpt":0.507794799054947,"score_spread":0.1100751664874429,"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."}}