{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008358008,0.0002892744,0.0005561581,0.0004676403,0.0006901554,0.000106321,0.000799575,0.000499568,0.00007436432],"category_scores_gemma":[0.003814317,0.0002419185,0.0001328314,0.0006214571,0.0003574672,0.001272874,0.0004930175,0.001956327,0.001021311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332863,"about_ca_system_score_gemma":0.001872395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004728529,"about_ca_topic_score_gemma":0.0000773092,"domain_scores_codex":[0.9920307,0.002844766,0.001461486,0.0003997556,0.002079041,0.001184248],"domain_scores_gemma":[0.9944235,0.0005162804,0.001018068,0.001015533,0.002245149,0.0007814884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002920127,0.002064879,0.6483778,0.00861101,0.0001284937,0.00001338766,0.05071827,0.000001668608,0.001773542,0.002314227,0.2431827,0.03989383],"study_design_scores_gemma":[0.005244229,0.0009318117,0.7321279,0.005016606,0.0000108617,0.000001394678,0.006469922,0.0009369907,0.00002575858,0.006773379,0.2421026,0.0003585539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1749956,0.00003093103,0.0004977143,0.001374174,0.0001934601,0.8062337,0.0005521639,0.0003358655,0.01578644],"genre_scores_gemma":[0.09231922,0.00003312271,0.0008803122,0.0002138932,0.0008647027,0.9027348,0.0003070712,0.00005853885,0.002588393],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09650106,"threshold_uncertainty_score":0.9997565,"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."}}