{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01893185,0.0004065504,0.0003741646,0.001206975,0.0003044199,0.0007774323,0.0005629682,0.0004363691,0.0008876899],"category_scores_gemma":[0.03950337,0.0002547962,0.0007550012,0.0006466305,0.000579504,0.001035984,0.001313333,0.0004514881,0.0005050477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055231,"about_ca_system_score_gemma":0.0006167296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909857,"about_ca_topic_score_gemma":0.002317313,"domain_scores_codex":[0.9913209,0.003074212,0.0009456826,0.001105941,0.003318709,0.0002345828],"domain_scores_gemma":[0.9659852,0.01457492,0.004896789,0.003097774,0.01089942,0.0005457663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006947721,0.0004016052,0.9303922,0.0001398643,0.0002526493,0.0000406654,0.002122771,0.000532145,0.001522759,0.0003212224,0.0006460209,0.06293326],"study_design_scores_gemma":[0.0000595596,0.001554709,0.9879574,0.0001193397,0.0001425191,0.0002743138,0.0008653785,0.004399365,0.001846933,0.00026264,0.002491294,0.00002652562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941002,0.0001224374,0.003000976,0.0000467702,0.00003331539,0.0001913833,0.0002154232,0.00004479362,0.002244731],"genre_scores_gemma":[0.9950197,0.00006166221,0.003803901,0.00003268128,0.00001233289,0.0002101035,0.0003225933,0.00001470147,0.0005222915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893185,"threshold_uncertainty_score":0.1001224,"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."}}