{"id":"W3210145680","doi":"10.21203/rs.3.rs-205844/v1","title":"The Association between Age-Related Cognitive Changes and Obstacle Avoidance: Focusing on Memory-Guided Limb Movements","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Japan Society for the Promotion of Science","keywords":"Association (psychology); Physical medicine and rehabilitation; Cognition; Psychology; Obstacle avoidance; Cognitive decline; Medicine; Dementia; Neuroscience; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003142986,0.0003125809,0.0002475265,0.0008128373,0.0001965875,0.0003383319,0.0001718846,0.0003888638,0.002201365],"category_scores_gemma":[0.002038558,0.0001084042,0.0001995513,0.0004921394,0.0001738633,0.0002236201,0.0002468304,0.0002609019,0.0002566394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105547,"about_ca_system_score_gemma":0.0001159479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003193595,"about_ca_topic_score_gemma":0.003806047,"domain_scores_codex":[0.9998671,0.00001968802,0.00002065559,0.00003357744,0.0000332193,0.00002571127],"domain_scores_gemma":[0.9983246,0.0002689472,0.0008710493,0.00008969368,0.0002531221,0.0001926652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004033521,0.0001007028,0.9937396,0.00002022971,0.00005405145,0.0001048506,0.00009140885,0.00007598264,0.001474094,0.00001177313,0.00006567177,0.003858215],"study_design_scores_gemma":[0.000001207284,0.0001024865,0.9996102,0.000001872559,0.000006913166,0.00008133983,0.00002287091,0.00004729778,0.00008294767,0.00001048245,0.00003148831,9.658698e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991412,0.0002397839,0.0000787124,0.00001087596,0.000003785827,0.000003246851,0.0001508552,0.000003094939,0.0003684572],"genre_scores_gemma":[0.9994841,0.00006871068,0.00006669837,0.000006155184,0.000004990651,0.000002491401,0.0001356616,9.016641e-7,0.0002303565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003193595,"threshold_uncertainty_score":0.007364333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227700883134733,"score_gpt":0.4690006648577463,"score_spread":0.346230576544273,"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."}}