{"id":"W3127721797","doi":"10.1186/s12966-021-01092-0","title":"A compositional analysis of time spent in sleep, sedentary behaviour and physical activity with all-cause mortality risk","year":2021,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Physical Activity and Health","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canada Research Chairs","keywords":"Clinical nutrition; Physical activity; Behavioural sciences; Sleep (system call); Gerontology; Sedentary lifestyle; Medicine; Environmental health; Psychology; Demography; Physical therapy; Internal medicine","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":[0.003216359,0.0005094752,0.0003830262,0.002268858,0.000615322,0.0009230843,0.0006136099,0.0003595066,0.001673588],"category_scores_gemma":[0.01001898,0.0002997609,0.002280428,0.002290208,0.0003217529,0.0006021254,0.001408621,0.0006643276,0.0002364923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000565467,"about_ca_system_score_gemma":0.0009720914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150948,"about_ca_topic_score_gemma":0.01593399,"domain_scores_codex":[0.9984573,0.0006661947,0.0001353765,0.0003379528,0.0002880248,0.0001152057],"domain_scores_gemma":[0.9967637,0.0009721769,0.00102481,0.0005111102,0.0005258539,0.0002021691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002809998,0.00004626919,0.9926808,0.00006789511,0.00101585,0.00003039574,0.00009195551,0.0006750363,0.0005671973,0.0001667777,0.0001503248,0.004226502],"study_design_scores_gemma":[0.0000124717,0.0001206586,0.991816,0.00002626249,0.000469831,0.00008974873,0.0002165003,0.006240878,0.0002149729,0.0003448079,0.0004369841,0.00001097034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908746,0.0006979689,0.005879105,0.0001176004,0.00002610366,0.00007939244,0.001583072,0.00003905998,0.0007030223],"genre_scores_gemma":[0.9956246,0.0001350848,0.002800088,0.0000196184,0.00001129096,0.00005376054,0.001184037,0.00001107145,0.0001604257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0150948,"threshold_uncertainty_score":0.03001386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586031373646245,"score_gpt":0.398339540000919,"score_spread":0.3397364026362945,"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."}}