{"id":"W4250067547","doi":"10.1093/geront/gnw162.1359","title":"PHYSICAL ACTIVITY, FALLS, AND FALL-RELATED SYMPTOMS IN OLDER ADULTS: FINDINGS FROM THE NHANES","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gerontology; Medicine; Falls in older adults; National Health and Nutrition Examination Survey; Injury prevention; Poison control; Environmental health; Population","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":[0.00103199,0.0001602678,0.0002228027,0.000524926,0.0004472705,0.0004066507,0.0001763043,0.0002220231,0.0008334455],"category_scores_gemma":[0.001772078,0.0001393413,0.0005898173,0.0007858509,0.0001818559,0.0003396615,0.0005634003,0.000489029,0.0001136522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311433,"about_ca_system_score_gemma":0.0007600786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0510741,"about_ca_topic_score_gemma":0.1490706,"domain_scores_codex":[0.9996507,0.0001051354,0.00007845635,0.00004025763,0.0000716342,0.00005386105],"domain_scores_gemma":[0.9992779,0.0001510591,0.0002716562,0.00005749489,0.0001316759,0.0001103438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003338652,0.00005262285,0.9964185,0.00002768165,0.00005019043,0.00002329995,0.0003189153,0.00002045948,0.0001062668,0.00003056171,0.00019726,0.002720855],"study_design_scores_gemma":[0.00000161899,0.0000231008,0.9992342,0.00001393702,0.000009638722,0.00001924982,0.0004176199,0.00002102884,0.00001965377,0.00001347549,0.0002251497,0.000001283932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966182,0.0002513287,0.0001011191,0.0002220611,0.00001119816,0.00002192727,0.001214214,0.000002779133,0.001557153],"genre_scores_gemma":[0.997659,0.0002770114,0.0002061692,0.0002057807,0.00001501836,0.00005743454,0.001144856,0.000002113674,0.000432709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0510741,"threshold_uncertainty_score":0.1015536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993033046634645,"score_gpt":0.3159279385150182,"score_spread":0.2959976080486718,"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."}}