{"id":"W4391561598","doi":"10.3233/adr-230117","title":"Validity and Reliability Study of Online Cognitive Tracking Software (BEYNEX)","year":2024,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Computer science; Reliability engineering; Tracking (education); Cognition; Software; Validity; Psychology; Engineering; Psychometrics; Operating system; Clinical psychology; Neuroscience","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":[0.001213753,0.0001553277,0.0004437579,0.0002492609,0.00005133181,0.00004868621,0.00003807374,0.00003913941,0.0001566661],"category_scores_gemma":[0.001183537,0.0001145459,0.0002286155,0.0002394718,0.0001145788,0.0002765161,0.00006817353,0.0003562725,0.000001120784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832169,"about_ca_system_score_gemma":0.0006204252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001577701,"about_ca_topic_score_gemma":0.000001811759,"domain_scores_codex":[0.9975048,0.0001572258,0.0008927531,0.0002869509,0.0009636782,0.0001946426],"domain_scores_gemma":[0.9977188,0.0002198211,0.0003447393,0.0001889885,0.001051778,0.0004758361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006890607,0.00411212,0.9470224,0.0003063147,0.0009678602,0.0216481,0.000426873,0.000001917147,0.0001245313,5.912028e-7,0.0002393438,0.0244609],"study_design_scores_gemma":[0.0009827202,0.001917773,0.9868152,0.0009222755,0.005636347,0.001273295,0.001145087,0.00003400619,0.0007174443,0.0003099115,0.0001437558,0.0001022351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917802,0.00680321,0.0001550301,0.0002979771,0.0002399768,0.0006045074,0.00002228228,0.00002340921,0.00007341583],"genre_scores_gemma":[0.9993491,0.0001809122,0.0001537003,0.00004566025,0.0001932517,0.00000647575,0.00001281903,0.00002105963,0.00003698288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979276,"threshold_uncertainty_score":0.4671045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120895430576514,"score_gpt":0.3779510447227629,"score_spread":0.3267420904169978,"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."}}