{"id":"W2810224877","doi":"10.1016/j.pmedr.2018.06.013","title":"Objectively measured habitual physical activity and sleep-related phenomena in 1645 people aged 1–91 years: The Nakanojo Community Study","year":2018,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science; Terumo","keywords":"Pedometer; Medicine; Physical activity; Confounding; Sleep (system call); Diabetes mellitus; Actigraphy; Demography; Physical therapy; Gerontology; Internal medicine; Circadian rhythm; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002489925,0.000288554,0.001008706,0.0001414797,0.0003238175,0.00001324472,0.0001211515,0.00008346784,0.00004109971],"category_scores_gemma":[0.001087015,0.0001935187,0.00009836738,0.0006744748,0.0007206256,0.0001975737,0.0002096863,0.001400989,0.000008032909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918307,"about_ca_system_score_gemma":0.0001731721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758634,"about_ca_topic_score_gemma":0.003667951,"domain_scores_codex":[0.996527,0.001431623,0.0004415732,0.0004911066,0.0006921293,0.0004165324],"domain_scores_gemma":[0.9978768,0.0006297587,0.0003755354,0.000699109,0.0001834526,0.0002353299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001950052,0.03648283,0.5479661,0.000380573,0.001420001,0.0008407909,0.3049918,0.000002868073,0.02685151,0.0001251609,0.0003975675,0.07859069],"study_design_scores_gemma":[0.002615289,0.003713082,0.9855064,0.0002488559,0.0003277787,0.0001459042,0.004302761,0.0001896851,0.0006067364,0.002089202,0.00008094024,0.0001734089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944568,0.0001166287,0.00005531315,0.0008977959,0.0002085357,0.001927676,0.000002844752,0.00007560704,0.00225882],"genre_scores_gemma":[0.9988911,0.00001135578,0.000007960921,0.00009511864,0.0006229612,0.00008941322,0.000008512416,0.00002932461,0.0002442828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375403,"threshold_uncertainty_score":0.7891464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337557529781198,"score_gpt":0.3412169789527016,"score_spread":0.2978414036548896,"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."}}