{"id":"W4390083510","doi":"10.1093/geroni/igad104.2745","title":"DEVELOPMENT AND EVALUATION OF COGNITIVE IMPAIRMENT SCREENING TOOL BASED ON EYE-TRACKING TECHNOLOGY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Set (abstract data type); Demographics; Decision tree; Cognitive impairment; Test (biology); Psychology; Medicine; Artificial intelligence; Computer science; Psychiatry","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":[0.03216098,0.0009836808,0.001572491,0.006491325,0.0003898425,0.001467999,0.001187132,0.000620002,0.0009935077],"category_scores_gemma":[0.06489978,0.0003838992,0.004233479,0.00293815,0.0002923372,0.001837817,0.001219116,0.0006671739,0.0002264717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139332,"about_ca_system_score_gemma":0.006365386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006023833,"about_ca_topic_score_gemma":0.01023752,"domain_scores_codex":[0.9819546,0.008931797,0.003193019,0.000771254,0.004860274,0.0002891091],"domain_scores_gemma":[0.9629946,0.01736222,0.003917811,0.001070431,0.01406891,0.0005859424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008820548,0.0007678433,0.2622004,0.03323199,0.003723452,0.0002758673,0.001835076,0.004693987,0.001925947,0.001375358,0.00701115,0.6820769],"study_design_scores_gemma":[0.002120431,0.01233222,0.7192708,0.05302015,0.02766771,0.002517431,0.0052667,0.1114755,0.01523331,0.004611648,0.0457014,0.0007826234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452378,0.07408252,0.1305563,0.003688719,0.0008857992,0.02369756,0.01000918,0.001629316,0.01021289],"genre_scores_gemma":[0.8081571,0.01791003,0.15815,0.0007152766,0.0001255076,0.009286842,0.004607246,0.00004038622,0.001007615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03216098,"threshold_uncertainty_score":0.1700855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05728315986474922,"score_gpt":0.3813310985464566,"score_spread":0.3240479386817074,"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."}}