{"id":"W4391610364","doi":"10.36950/2024.2ciss072","title":"Physical activity, sedentary behavior, and sleep across lifespan in adults across European countries: Background and design","year":2024,"lang":"en","type":"article","venue":"Current Issues in Sport Science (CISS)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sedentary behavior; Physical activity; Sleep (system call); Psychology; Gerontology; Medicine; Physical medicine and rehabilitation; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350219,0.0002650772,0.0005179923,0.0001457981,0.0002526068,0.0002581647,0.0002347029,0.00005289841,0.00001192911],"category_scores_gemma":[0.00003916779,0.0002317605,0.0000449898,0.0008889373,0.001405469,0.001208361,0.0003578004,0.0006709957,0.00004073813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124055,"about_ca_system_score_gemma":0.0001709722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003755025,"about_ca_topic_score_gemma":0.0001731072,"domain_scores_codex":[0.9973556,0.00005058772,0.0002626975,0.0009042358,0.0006492777,0.0007775414],"domain_scores_gemma":[0.999106,0.0001100332,0.00006163788,0.0002997868,0.0000545513,0.0003679134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026464,0.005367411,0.5325255,0.002140168,0.00001676167,0.001342213,0.06130782,0.00001833612,0.003167384,0.0008393326,0.0002117462,0.3920369],"study_design_scores_gemma":[0.001344638,0.000612155,0.9822672,0.001912022,0.00003379014,0.00008115351,0.001704162,0.005204055,0.001455736,0.00018439,0.004800294,0.0004004095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961429,0.001897003,0.00005203969,0.0005266283,0.0004520026,0.0007286573,0.00003373195,0.00007623912,0.00009082131],"genre_scores_gemma":[0.9982651,0.001136179,0.0000707576,0.00006207275,0.0003504072,0.00003196191,0.000008917632,0.00002387137,0.00005074675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497417,"threshold_uncertainty_score":0.945092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07862173109196573,"score_gpt":0.4337829208567273,"score_spread":0.3551611897647616,"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."}}