{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166009,0.0001854754,0.0002783248,0.00002176375,0.0002126031,0.00002063576,0.0003206645,0.0001358009,0.0000800156],"category_scores_gemma":[0.0001383219,0.00007797567,0.00004965649,0.00009072715,0.000602482,0.00005769869,0.0001259467,0.000260719,0.0002543096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004280124,"about_ca_system_score_gemma":0.00001577995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009515465,"about_ca_topic_score_gemma":0.004185655,"domain_scores_codex":[0.9985477,0.000319865,0.0001764403,0.0003599714,0.0001231174,0.0004729112],"domain_scores_gemma":[0.9978698,0.001575045,0.0000800804,0.0004096806,0.00001819858,0.00004717174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036697,0.0008017973,0.5355589,0.0000326235,0.000392074,0.00006356253,0.08569065,5.529697e-7,0.0004081646,0.01013799,0.02466518,0.3412118],"study_design_scores_gemma":[0.001705282,0.00009738764,0.9939635,0.0001024456,0.00002540686,0.000007995442,0.001358607,0.0000113213,0.00004441697,0.001228358,0.001305282,0.0001499821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765692,0.001285601,0.00003289444,0.01876964,0.0003884697,0.0003411572,0.00002336602,0.00007113134,0.002518575],"genre_scores_gemma":[0.9978364,0.0001206215,0.000003655353,0.0006453326,0.000135666,0.00007733947,0.000001952888,0.00001394789,0.001165044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4584046,"threshold_uncertainty_score":0.9970803,"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."}}