{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008704654,0.001014205,0.001922013,0.001573664,0.001578617,0.001651915,0.001194611,0.001325728,0.007667587],"category_scores_gemma":[0.005651467,0.0009724596,0.004413657,0.003407512,0.001169243,0.001086106,0.001833991,0.001115372,0.00136186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059506,"about_ca_system_score_gemma":0.003323646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749718,"about_ca_topic_score_gemma":0.01909329,"domain_scores_codex":[0.9954763,0.00190449,0.0007149569,0.0007952186,0.0006606093,0.0004483919],"domain_scores_gemma":[0.997573,0.0006109653,0.0005489418,0.0001613597,0.000884354,0.0002213123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008975462,0.007006435,0.8355698,0.01309399,0.003606724,0.0005324991,0.007540088,0.001058203,0.000738031,0.002857439,0.01912536,0.09989593],"study_design_scores_gemma":[0.002044395,0.01364492,0.937153,0.004663296,0.003397532,0.0003258087,0.009136458,0.0009567983,0.0003321372,0.001597137,0.02658962,0.0001587161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9189408,0.02061311,0.006012211,0.001749013,0.0004599736,0.03226716,0.01254294,0.00008906626,0.007325721],"genre_scores_gemma":[0.767651,0.00849113,0.0316021,0.003938187,0.0003342431,0.1720841,0.008870316,0.00007925007,0.006949697],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01749718,"threshold_uncertainty_score":0.04603511,"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."}}