{"id":"W2037589901","doi":"10.1017/s0959259814000124","title":"Frailty in relation to sedentary behaviours and moderate-vigorous intensity physical activity","year":2014,"lang":"en","type":"article","venue":"Reviews in Clinical Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Capital District Health Authority","funders":"","keywords":"Life expectancy; Physical activity; Gerontology; Association (psychology); Medicine; Sedentary lifestyle; Population; Psychology; Demography; Environmental health; Physical therapy; Sociology","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":[0.001752026,0.0002109075,0.00150624,0.00009211969,0.00002547236,0.000007296862,0.0001095954,0.0003133779,0.00002402548],"category_scores_gemma":[0.003416309,0.0001804944,0.0001423317,0.0001664067,0.0001647849,0.00009704789,0.0001274845,0.0009335019,0.0000824723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283839,"about_ca_system_score_gemma":0.00003607607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006330856,"about_ca_topic_score_gemma":0.003904828,"domain_scores_codex":[0.9972948,0.000787174,0.000824169,0.0006303959,0.0001270419,0.0003363637],"domain_scores_gemma":[0.9981853,0.0008658454,0.0001653309,0.0004982379,0.00005172286,0.0002335387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000543433,0.0008485822,0.4747053,0.00009058235,0.00001084091,0.0000337083,0.0003162386,0.000008686313,0.00005696559,0.0001232698,0.0009954564,0.522267],"study_design_scores_gemma":[0.001789228,0.000689175,0.9894569,0.0003836347,0.00005709241,0.00005893978,0.0000114839,0.003397221,0.00002311586,0.0005262194,0.003436425,0.000170584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916226,0.0006125707,0.0007947654,0.005047115,0.0003603799,0.0009757633,0.000002489521,0.00002893851,0.0005553273],"genre_scores_gemma":[0.9947828,0.000689712,0.001760042,0.002285458,0.0002136915,0.0000502615,0.00001217828,0.00001672966,0.000189117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220964,"threshold_uncertainty_score":0.7360346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771547144790065,"score_gpt":0.4536620450982244,"score_spread":0.276507330619218,"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."}}