{"id":"W2171691840","doi":"10.1093/gerona/glv049","title":"Can a Body-Fixed Sensor Reduce Heisenberg’s Uncertainty When It Comes to the Evaluation of Mobility? Effects of Aging and Fall Risk on Transitions in Daily Living","year":2015,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"European Commission","keywords":"Computer science; Gerontology; Medicine","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":[0.001319529,0.0007490891,0.0007899341,0.0006954113,0.0002212429,0.0007671729,0.0005777604,0.001069855,0.00103006],"category_scores_gemma":[0.008894541,0.0002559188,0.0004602736,0.0004533449,0.0003952267,0.001564304,0.0004708311,0.0004433611,0.0003095359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364875,"about_ca_system_score_gemma":0.0002608626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848796,"about_ca_topic_score_gemma":0.003508108,"domain_scores_codex":[0.9994926,0.0001495442,0.00003379168,0.0001085794,0.0001660503,0.0000492631],"domain_scores_gemma":[0.9980541,0.001167053,0.0002514092,0.0001382908,0.0003232289,0.00006591433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002618694,0.0005649331,0.1831993,0.0007262448,0.0004702261,0.0003963861,0.0004371185,0.04996492,0.07793754,0.001424388,0.00345254,0.6788078],"study_design_scores_gemma":[0.00009420871,0.001964689,0.4035253,0.0003066151,0.0003409211,0.001260497,0.0004792627,0.5467901,0.03498589,0.006019674,0.004044032,0.0001889164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762468,0.003635625,0.2133571,0.001568261,0.0005108475,0.00009990577,0.0005846231,0.0005062505,0.003490463],"genre_scores_gemma":[0.973856,0.0005951702,0.02471593,0.0001627199,0.0001029675,0.00003221829,0.0001366448,0.00002846113,0.0003699256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848796,"threshold_uncertainty_score":0.006978393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08458375193882395,"score_gpt":0.403023328891873,"score_spread":0.318439576953049,"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."}}