{"id":"W2056272956","doi":"10.1016/j.jsr.2011.11.001","title":"Preventing falls among seniors: The way forward","year":2011,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Registered Nurses' Association of Ontario; Canadian Health Services Research Foundation","keywords":"Fall prevention; Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Occupational safety and health; Gerontology; Scale (ratio); Medicine; Engineering; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01508231,0.0001130804,0.0002894053,0.0002145321,0.001206262,0.00001894295,0.0006646786,0.0001971625,0.0003945433],"category_scores_gemma":[0.0005925807,0.00006748323,0.0002157188,0.0004276606,0.0001975533,0.0003861012,0.000263681,0.002740767,0.0002221036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710218,"about_ca_system_score_gemma":0.0002840536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212593,"about_ca_topic_score_gemma":0.0001501838,"domain_scores_codex":[0.994791,0.002278824,0.001022707,0.000152652,0.0009895074,0.0007653192],"domain_scores_gemma":[0.9969917,0.0008442178,0.0006052335,0.0003436453,0.001005411,0.0002098056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002751821,0.002594143,0.7176463,0.0008061188,0.0007878768,0.0002138456,0.06611235,0.000002591892,0.01539633,0.009295397,0.1049416,0.07945158],"study_design_scores_gemma":[0.001166226,0.000293858,0.9556043,0.0006766821,0.00002689606,0.00001771197,0.01162027,0.00006300269,0.00003682607,0.004449155,0.02594833,0.00009673924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328715,0.0004547639,0.0005653126,0.0012886,0.000904201,0.0008159232,0.000009012192,0.00002144461,0.0630692],"genre_scores_gemma":[0.9885107,0.0007035122,0.0006516926,0.00009558607,0.001051314,0.00001727699,0.000002294549,0.00002573905,0.008941909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237958,"threshold_uncertainty_score":0.9995599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172609284844611,"score_gpt":0.4374102679834292,"score_spread":0.3201493394989681,"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."}}