{"id":"W6947907235","doi":"10.3929/ethz-b-000716814","title":"Beyond Traditional Assessments of Cognitive Impairment: Exploring the Potential of Spatial Navigation Tasks","year":2024,"lang":"en","type":"article","venue":"Repository for Publications and Research Data (ETH Zurich)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Normative; Perspective (graphical); Space (punctuation); Dementia; Spatial cognition; Spatial 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357291,0.00006528811,0.0001005689,0.000170152,0.0005924742,0.0001052355,0.000295994,0.00003988771,0.0000497801],"category_scores_gemma":[0.0001593721,0.00004437948,0.00003591417,0.000322839,0.0004788011,0.0006266149,0.00005770718,0.0001780038,0.000002792972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000562217,"about_ca_system_score_gemma":0.0001539184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008217013,"about_ca_topic_score_gemma":0.0004187879,"domain_scores_codex":[0.9986908,0.000215437,0.0002509697,0.0002733289,0.0003937453,0.000175699],"domain_scores_gemma":[0.9980271,0.001263313,0.00006539984,0.0002558443,0.0003273872,0.00006088991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008027231,0.001193382,0.5390575,0.002378394,0.002697319,0.00002462805,0.005567309,0.0002931548,0.0027055,0.07739818,0.08609629,0.2817856],"study_design_scores_gemma":[0.0002551989,0.0003333308,0.9690403,0.0001072967,0.00006617149,0.00003609712,0.001424891,0.02017907,0.0002068478,0.002682693,0.005586583,0.00008154176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313225,0.0109609,0.0125191,0.004549573,0.001545926,0.001982724,0.01497479,0.0000834368,0.02206111],"genre_scores_gemma":[0.9953908,0.0002675422,0.000368033,0.000006365712,0.0001810419,0.00004249571,0.003440331,0.000002660776,0.0003007559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299828,"threshold_uncertainty_score":0.4556893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976440285466624,"score_gpt":0.3850653468569272,"score_spread":0.1874213183102648,"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."}}