{"id":"W33090994","doi":"10.1371/journal.pcbi.1008336","title":"Posturography for evaluating risk of falls in elderly unstable patients","year":2005,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genome Canada; Canadian Institutes of Health Research; Hospital for Sick Children; Natural Sciences and Engineering Research Council of Canada; Cystic Fibrosis Canada; Cystic Fibrosis Foundation","keywords":"Posturography; Postural instability; Balance (ability); Physical medicine and rehabilitation; Rehabilitation; Medicine; Poison control; Balance problems; Dynamic balance; Injury prevention; Physical therapy; Medical emergency; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503363,0.00008949688,0.0002176304,0.000149361,0.0001599932,0.000001749506,0.00009469823,0.0001393244,0.00001698684],"category_scores_gemma":[0.0002550222,0.00008222771,0.00006721849,0.000163703,0.0000409399,0.00006406019,0.00003288531,0.0001913263,0.00002961892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000442773,"about_ca_system_score_gemma":0.00009447311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405661,"about_ca_topic_score_gemma":0.00009617285,"domain_scores_codex":[0.998421,0.0004642455,0.0005384284,0.0002036116,0.0001066574,0.0002660684],"domain_scores_gemma":[0.9980483,0.001118593,0.0003631658,0.00007899204,0.0003571497,0.00003380623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519557,0.0009428926,0.9674473,0.0001137672,0.00007728468,4.953943e-8,0.0008006751,0.000627241,0.001940299,0.004436628,0.0003134602,0.02314843],"study_design_scores_gemma":[0.003212981,0.0005967444,0.9467977,0.00008583014,0.00002712311,7.645551e-8,0.0001326012,0.02403441,0.000005592866,0.02433754,0.0006663534,0.0001030238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951285,0.0001104103,0.002816915,0.00014225,0.0001687228,0.0008863373,0.0002136982,0.00002550303,0.0005076489],"genre_scores_gemma":[0.9761694,0.00001890502,0.02262115,0.0002470872,0.00009379382,0.0001372268,0.0006693974,0.00000976803,0.00003324061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340717,"threshold_uncertainty_score":0.3353149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262359512776107,"score_gpt":0.3917800058030622,"score_spread":0.3491564106753011,"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."}}