{"id":"W3024136445","doi":"10.1101/2020.05.12.20099507","title":"Validity of Computer Based Administration of Cognitive Assessments compared to Traditional Paper-based Administration","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Stroop effect; Test (biology); Population; Neuropsychological assessment; Cognitive test; Neuropsychology; Psychology; Neuropsychological test; Mini–Mental State Examination; Medicine; Psychiatry; Cognitive impairment","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004259806,0.0003448464,0.0006337717,0.000232383,0.00006282376,0.00002784918,0.0002345279,0.0002758422,0.002449351],"category_scores_gemma":[0.0001558399,0.0003852453,0.0002996016,0.000251889,0.0001447194,0.00005190361,0.00006972025,0.0004462127,0.00005875567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005835844,"about_ca_system_score_gemma":0.0009473274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002671813,"about_ca_topic_score_gemma":0.00004804125,"domain_scores_codex":[0.9971254,0.0005565677,0.0008394666,0.0007373526,0.0005244054,0.0002167863],"domain_scores_gemma":[0.9972719,0.0008708842,0.0006188414,0.0003861304,0.0006453227,0.0002069488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07907693,0.081474,0.550965,0.01066263,0.007481409,0.001741554,0.008977639,0.006309428,0.08030505,0.01883902,0.05709074,0.0970766],"study_design_scores_gemma":[0.002929176,0.003535442,0.9682665,0.0007394979,0.0004492856,0.000006881902,0.0002364167,0.004008027,0.01793277,0.0005606501,0.0007983975,0.00053693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7619003,0.000008587055,0.2272611,0.0007013117,0.001707173,0.00105172,0.002952105,0.00005910655,0.004358611],"genre_scores_gemma":[0.9903721,7.740021e-7,0.0034794,0.0007913653,0.000397326,0.0002999928,0.004563773,0.00003387935,0.00006142042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4173015,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798761671268348,"score_gpt":0.3879990531238505,"score_spread":0.2081228859970157,"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."}}