{"id":"W4378071925","doi":"10.56801/seejph.vi.366","title":"Disentangling the relationship between falls, fear of falling, physical function and walking by applying a socioecological framework to the International Mobility in Aging Study","year":2023,"lang":"en","type":"article","venue":"South Eastern European Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Queen's University","funders":"","keywords":"Fear of falling; Falling (accident); Psychology; Injury prevention; Gerontology; Physical activity; Poison control; Physical medicine and rehabilitation; Medicine; Environmental health; Psychiatry","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":[0.01750584,0.00008832781,0.0002304982,0.0001195798,0.0006506294,0.0001741021,0.0004393428,0.00002617157,0.000007173353],"category_scores_gemma":[0.002867539,0.00005581065,0.00006930727,0.0004412195,0.0001062288,0.0001653867,0.000149009,0.0006234065,0.00001057537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662534,"about_ca_system_score_gemma":0.0002283625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070267,"about_ca_topic_score_gemma":0.0002916552,"domain_scores_codex":[0.9952676,0.002857147,0.0006510971,0.0001629616,0.00064126,0.0004199407],"domain_scores_gemma":[0.9973516,0.001741788,0.0004338967,0.0001169143,0.00009423509,0.0002616068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006318339,0.00005808895,0.8781328,0.0000178122,0.00001438289,0.00000196572,0.1106869,0.00003067079,6.988661e-8,0.0007101136,0.00005390232,0.01028696],"study_design_scores_gemma":[0.0002018682,0.00009487556,0.828863,0.00007155145,0.000005635753,3.05756e-7,0.1687887,0.0001075569,1.397936e-8,0.0004350719,0.001389891,0.00004154352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561141,0.00008283367,0.002316162,0.04061149,0.0003370739,0.0004150116,0.000009147861,0.00001895481,0.00009524699],"genre_scores_gemma":[0.998026,0.00001483078,0.00005498456,0.00111062,0.0007416576,0.000005270163,0.00000176812,0.00001147667,0.00003335622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05810181,"threshold_uncertainty_score":0.6067211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494590914368203,"score_gpt":0.389384329304382,"score_spread":0.2399252378675616,"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."}}