{"id":"W3009817026","doi":"10.1007/s40846-020-00512-z","title":"Validation of Minimal Number of Force Sensitive Resistors to Predict Risk of Falling During a Timed Up and Go Test","year":2020,"lang":"en","type":"article","venue":"Journal of Medical and Biological Engineering","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec Rehabilitation Research Network; Université du Québec à Chicoutimi; École de Technologie Supérieure","funders":"","keywords":"Falling (accident); Resistor; Test (biology); Reliability engineering; Engineering; Psychology; Electrical engineering; Geology","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":[0.001713305,0.00126871,0.0008606123,0.0007684412,0.0002965471,0.0007725817,0.001335894,0.001643613,0.0008397096],"category_scores_gemma":[0.005975397,0.0004501367,0.0004832038,0.0003807175,0.0003720657,0.0004160161,0.0003640724,0.0005018634,0.0005236556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852664,"about_ca_system_score_gemma":0.0004260186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009027007,"about_ca_topic_score_gemma":0.001615956,"domain_scores_codex":[0.9979095,0.0006420313,0.000192293,0.0004240989,0.0007437147,0.00008841324],"domain_scores_gemma":[0.9960029,0.001890383,0.000534439,0.0003582311,0.001029622,0.0001844689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009959218,0.004928791,0.5832546,0.0004663433,0.0006155471,0.0003741134,0.0005027131,0.01300308,0.2744346,0.0003636507,0.001469085,0.1106283],"study_design_scores_gemma":[0.0007640127,0.02283825,0.684856,0.0002306384,0.001187401,0.002612001,0.0005242908,0.1496743,0.1341302,0.0008304426,0.002196132,0.0001563731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647501,0.0005691759,0.03137383,0.0001122466,0.000164607,0.0002202235,0.0006556896,0.000320593,0.001833505],"genre_scores_gemma":[0.9885008,0.0001072547,0.01012677,0.0001066552,0.00003341439,0.0001730933,0.000339668,0.0000169798,0.0005953677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001713305,"threshold_uncertainty_score":0.009060919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217970760978603,"score_gpt":0.3048495405051659,"score_spread":0.2826698328953798,"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."}}