{"id":"W4252257305","doi":"10.1093/geront/gnv352.19","title":"NEIGHBOURHOOD ENVIRONMENT FACTORS AND THE FALL INJURIES IN COMMUNITY-DWELLING CANADIAN OLDER ADULTS: A VALIDATION STUDY AND EXPLORATION OF STRUCTURAL CONFOUNDING","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Confounding; Gerontology; Psychology; Environmental health; Geography; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755673,0.0001084104,0.0002113018,0.00004987954,0.0006820785,0.00001955056,0.0001320186,0.00007701613,0.000004535501],"category_scores_gemma":[0.0001429632,0.00006059518,0.00001469764,0.00004847062,0.0002734816,0.0002196006,0.00007282542,0.0004095429,0.000001949143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286808,"about_ca_system_score_gemma":0.00006220737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3539369,"about_ca_topic_score_gemma":0.5331295,"domain_scores_codex":[0.9973832,0.001854187,0.000338918,0.0001060979,0.0001169016,0.0002007038],"domain_scores_gemma":[0.9990463,0.00041562,0.0002129658,0.000227974,0.00003226323,0.00006485412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001816338,0.00005635411,0.7509977,0.00004620141,0.00002250175,3.254535e-7,0.2459154,0.000006596359,0.00001408773,0.001710456,0.00001661927,0.001032178],"study_design_scores_gemma":[0.00210165,0.00008301026,0.7603512,0.00006010369,0.00002172786,3.305762e-7,0.2349,0.0002957339,0.000002032332,0.002109985,0.00001635783,0.00005780685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99728,0.0003400457,0.0001191094,0.0005577982,0.0001492569,0.001152248,0.00001106845,0.00001110447,0.0003793378],"genre_scores_gemma":[0.9996909,0.00006067484,0.00002607149,0.00006146938,0.00002730521,0.0000629845,0.00003122621,0.000006540562,0.00003282192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1791926,"threshold_uncertainty_score":0.6503654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07774037504012053,"score_gpt":0.3586590557531728,"score_spread":0.2809186807130523,"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."}}