{"id":"W7161828113","doi":"10.82308/46203","title":"Postural control predicts neurodegeneration in mild cognitive decline","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Posturography; Cognition; Cognitive decline; Putamen; Statistical parametric mapping; Brain size; Magnetic resonance imaging; Caudate nucleus; Effects of sleep deprivation on cognitive performance; Balance (ability)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005021344,0.0007497658,0.000439311,0.001243586,0.0004605275,0.0006293671,0.0004341543,0.0006856122,0.00226788],"category_scores_gemma":[0.002228555,0.0001567182,0.0003400771,0.0005519865,0.0002824867,0.0004216008,0.0005142745,0.0004587364,0.0003899104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313265,"about_ca_system_score_gemma":0.000224944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220175,"about_ca_topic_score_gemma":0.01175287,"domain_scores_codex":[0.9998404,0.00001851286,0.00002424126,0.00003733437,0.00005455111,0.00002491288],"domain_scores_gemma":[0.9989824,0.0001096871,0.000446595,0.00003568121,0.0002251724,0.0002005091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001947466,0.00005723258,0.9965695,0.00001988193,0.00004920956,0.00008799265,0.00004774438,0.00008152182,0.0003125143,0.00001059549,0.0001510807,0.002417873],"study_design_scores_gemma":[0.000004107585,0.00009711207,0.9994339,0.000005800566,0.00001323606,0.0001562114,0.00003245454,0.0001368921,0.00003297675,0.00003438153,0.00005121885,0.000001716894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997906,0.0005907774,0.00005810766,0.00006060622,0.00001044,0.00001875832,0.000339713,0.000008955766,0.001006629],"genre_scores_gemma":[0.9991142,0.0001293742,0.00009169146,0.00002100574,0.00001651101,0.00001003194,0.0004187537,0.000001147917,0.0001972318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008220175,"threshold_uncertainty_score":0.01634467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382564642686756,"score_gpt":0.3710977595347461,"score_spread":0.3472721131078785,"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."}}