{"id":"W2589770747","doi":"10.1371/journal.pone.0172398","title":"Elderly fall risk prediction using static posturography","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Posturography; Medicine; Physical medicine and rehabilitation; Balance (ability)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003788426,0.0004971485,0.0003157161,0.001112378,0.0001652455,0.0005330281,0.0001870278,0.000381746,0.0006760007],"category_scores_gemma":[0.001882202,0.0001109403,0.0003405915,0.0003849007,0.00009837172,0.0003192057,0.0003474033,0.0001670484,0.0002342738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042596,"about_ca_system_score_gemma":0.0001229273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339147,"about_ca_topic_score_gemma":0.007080856,"domain_scores_codex":[0.999781,0.00004383877,0.00003326774,0.00003735715,0.00007120079,0.00003351747],"domain_scores_gemma":[0.9994714,0.00009414654,0.0002010976,0.00002417897,0.000141116,0.00006818479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001695046,0.00003618632,0.981247,0.00001833818,0.00003847029,0.00009924016,0.00006134281,0.0001208638,0.0007296765,0.000008329826,0.00008482739,0.01738631],"study_design_scores_gemma":[0.000003937594,0.0002587253,0.9982248,0.00001358932,0.00002580069,0.0002348652,0.0000809887,0.0008574154,0.000172146,0.00002044495,0.0001036919,0.000003520878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981123,0.0004846806,0.0005193035,0.00002266761,0.000005681669,0.00002134412,0.0001531622,0.0000176484,0.0006630627],"genre_scores_gemma":[0.9992617,0.0001343097,0.0002917513,0.000007975088,0.00000696606,0.000008693502,0.0001415442,7.278967e-7,0.0001463763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003339147,"threshold_uncertainty_score":0.006639421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08619847281443177,"score_gpt":0.3539527233979805,"score_spread":0.2677542505835487,"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."}}