{"id":"W4317566128","doi":"10.1038/s41598-023-27882-z","title":"Sedentary behaviour and sleep quality","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Sleep and related disorders","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Waseda University","keywords":"Physical activity; Sleep (system call); Sleep quality; Medicine; Demography; Sedentary behavior; Gerontology; Psychology; Physical therapy; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000759816,0.0002708092,0.0004058184,0.001050774,0.0002769703,0.0006619624,0.0002675481,0.0003813005,0.001621869],"category_scores_gemma":[0.003428638,0.0001655929,0.0008321436,0.00209861,0.0002918137,0.0003459636,0.000423663,0.0004573501,0.0001989929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496183,"about_ca_system_score_gemma":0.0003163992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0249646,"about_ca_topic_score_gemma":0.03102638,"domain_scores_codex":[0.9992014,0.0002366193,0.0001581223,0.0001562959,0.0001638033,0.00008391279],"domain_scores_gemma":[0.9968877,0.0004922699,0.001718093,0.0001510118,0.0003684557,0.0003825723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007704547,0.00003408214,0.9886461,0.0001268015,0.0004627084,0.00005133559,0.000174168,0.0001391946,0.0002987075,0.00009096618,0.0001789196,0.009719938],"study_design_scores_gemma":[0.000001236689,0.00002802803,0.9994815,0.00001211949,0.00003018012,0.00004265954,0.00003212247,0.00007565238,0.00001148315,0.00003626886,0.0002465577,0.000002234537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736945,0.01600563,0.001140639,0.0003619815,0.00005831119,0.00004971536,0.003168685,0.00003060477,0.005489974],"genre_scores_gemma":[0.9954317,0.002324441,0.0003980249,0.0000750387,0.00003676544,0.00002394704,0.001236031,0.000004591827,0.0004696076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0249646,"threshold_uncertainty_score":0.04963857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854599723640024,"score_gpt":0.3379779621035612,"score_spread":0.309431964867161,"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."}}