{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07531136,0.002409973,0.00962989,0.01645193,0.001015073,0.004380238,0.004726038,0.003400141,0.004055426],"category_scores_gemma":[0.1642568,0.001691967,0.007468065,0.01548881,0.001857615,0.006133468,0.002571743,0.003114148,0.00103494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345823,"about_ca_system_score_gemma":0.02771405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578322,"about_ca_topic_score_gemma":0.0270767,"domain_scores_codex":[0.9547219,0.02061912,0.01382178,0.002462107,0.007728971,0.0006461471],"domain_scores_gemma":[0.8074579,0.1481358,0.01503937,0.003185946,0.02515211,0.001028868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008493938,0.00005319748,0.001825419,0.6507855,0.002596778,0.00008370462,0.0005732591,0.0002161495,0.0001297002,0.001368857,0.01026204,0.3320206],"study_design_scores_gemma":[0.00006202719,0.0001055969,0.004384106,0.9046655,0.00842,0.0002012569,0.0005196451,0.0001629685,0.0001287362,0.00109561,0.08020276,0.00005182714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001649917,0.9963298,0.0006007556,0.001814414,0.0004222628,0.0002334562,0.0001812581,0.00001491481,0.0002380408],"genre_scores_gemma":[0.002506253,0.9919484,0.003598148,0.0008831535,0.0001965326,0.0006077123,0.000189878,0.000007768086,0.00006217323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07531136,"threshold_uncertainty_score":0.3982893,"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."}}