{"id":"W2155502962","doi":"10.2196/resprot.3931","title":"Do Extreme Values of Daily-Life Gait Characteristics Provide More Information About Fall Risk Than Median Values?","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Gait; Physical medicine and rehabilitation; Trunk; Medicine; Physical therapy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006994214,0.0006610463,0.0009502496,0.001755988,0.0002275264,0.001448537,0.0006717844,0.0008316173,0.001445683],"category_scores_gemma":[0.03917635,0.0003894191,0.001054027,0.001897985,0.000929049,0.001940945,0.0009089014,0.0008279194,0.000448546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511045,"about_ca_system_score_gemma":0.0002585746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006690284,"about_ca_topic_score_gemma":0.0008879077,"domain_scores_codex":[0.9974678,0.00119169,0.0003457462,0.0005316862,0.000312036,0.0001510688],"domain_scores_gemma":[0.9603371,0.02454473,0.009256422,0.003082916,0.001803898,0.0009749777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003521357,0.00002961217,0.9869022,0.00006390522,0.0002982867,0.00004147844,0.0001150945,0.000615982,0.0001572853,0.0001136622,0.0001890324,0.01112137],"study_design_scores_gemma":[0.00001559895,0.0002686365,0.9898639,0.00008881886,0.0001761558,0.0003251369,0.000264703,0.005149762,0.0001983856,0.00321803,0.0003980055,0.00003284775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840307,0.001496238,0.01152689,0.0004554513,0.00005353271,0.00002053615,0.001127386,0.00007265293,0.001216748],"genre_scores_gemma":[0.9975864,0.0002005161,0.001652469,0.00004925137,0.00004435484,0.00001209525,0.0003926343,0.00001308324,0.00004923634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006994214,"threshold_uncertainty_score":0.03698939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242402443395226,"score_gpt":0.530384346697396,"score_spread":0.28798190330217,"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."}}