{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002935237,0.0006629877,0.0005877611,0.001083011,0.005232288,0.001233336,0.001429643,0.0007633876,0.001074415],"category_scores_gemma":[0.005487013,0.0004333243,0.001271588,0.002387578,0.00103138,0.0005818897,0.001413951,0.0007926599,0.0001635333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008533819,"about_ca_system_score_gemma":0.01860509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9706237,"about_ca_topic_score_gemma":0.9842592,"domain_scores_codex":[0.9986776,0.0002366333,0.0001266317,0.0002087191,0.0004518925,0.0002985005],"domain_scores_gemma":[0.9978574,0.0002343982,0.0003087236,0.0002162374,0.001092866,0.0002904292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702624,0.0001894518,0.9933354,0.00003680717,0.00013505,0.00008409625,0.00182933,0.00008918451,0.0002403847,0.0001344405,0.0003752109,0.003380496],"study_design_scores_gemma":[0.00001727241,0.00005922664,0.9976876,0.00001617661,0.00005485504,0.00003827484,0.001490863,0.0001387829,0.00004185184,0.00003376548,0.0004127593,0.000008650183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982546,0.0001733903,0.0001833278,0.00004938062,0.00001223674,0.00008093954,0.0005373008,0.000002748543,0.0007060015],"genre_scores_gemma":[0.997595,0.0002194534,0.0005796913,0.00006609735,0.000007613162,0.0001000786,0.0007803222,0.000004940282,0.0006468133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937627,"threshold_uncertainty_score":0.06191748,"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."}}