{"id":"W2001159719","doi":"10.1159/000337259","title":"Evaluation of Falls Risk in Community-Dwelling Older Adults Using Body-Worn Sensors","year":2012,"lang":"en","type":"article","venue":"Gerontology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Poison control; Balance (ability); Injury prevention; Gait; Timed Up and Go test; Physical medicine and rehabilitation; Gerontology; Physical therapy; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097482,0.0005895765,0.0004633729,0.001140903,0.0001571625,0.0004519495,0.0003364803,0.0004378235,0.000447114],"category_scores_gemma":[0.003370373,0.0001351298,0.0003757243,0.0006077149,0.000143603,0.0003237086,0.0003429819,0.0002168503,0.0002255875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820214,"about_ca_system_score_gemma":0.0001716254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140685,"about_ca_topic_score_gemma":0.004219179,"domain_scores_codex":[0.9994403,0.000145203,0.00007312198,0.0001024635,0.0002070714,0.00003179731],"domain_scores_gemma":[0.99832,0.0004392118,0.0005071707,0.00009008332,0.0005679282,0.00007553817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002859298,0.0001612539,0.9717537,0.00008114598,0.0001525075,0.00004018389,0.0001010436,0.001689664,0.003092251,0.00001686462,0.0001477511,0.02247793],"study_design_scores_gemma":[0.00001671866,0.0007707698,0.975502,0.0000377303,0.00007454209,0.0002581223,0.0001918366,0.02070488,0.002136576,0.00007644966,0.0002147035,0.00001569527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953775,0.0001658579,0.003470284,0.00001930323,0.000009920921,0.00004492049,0.0005722208,0.00003999935,0.0003],"genre_scores_gemma":[0.9955248,0.0001059428,0.003562179,0.00001259325,0.000008773789,0.00004471793,0.0006231691,0.000002314277,0.0001155749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002140685,"threshold_uncertainty_score":0.005804121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10632750510745,"score_gpt":0.4271927363474469,"score_spread":0.3208652312399969,"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."}}