{"id":"W2166660072","doi":"10.4236/nm.2015.63018","title":"Replace Psychometric Inferences with Direct Brain Measurements: LORETA Reflects Traditional Cerebral Loci for Neuropsychological Tests","year":2015,"lang":"en","type":"article","venue":"Neuroscience &amp Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Neuropsychology; Psychology; Cognitive psychology; Neuropsychological assessment; Fluency; Neuroscience; Verbal fluency test; Audiology; Developmental psychology; Cognition; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001780241,0.0004400905,0.0005268736,0.0005643067,0.0005473157,0.00009931038,0.0008081109,0.00009056641,0.00006737423],"category_scores_gemma":[0.1273918,0.0002970286,0.00007969194,0.003557768,0.00184206,0.000590697,0.000096189,0.000404178,0.00003079318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320759,"about_ca_system_score_gemma":0.0002289333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001609541,"about_ca_topic_score_gemma":0.00004172739,"domain_scores_codex":[0.9941809,0.0004231421,0.0004668999,0.001840793,0.002312224,0.000776056],"domain_scores_gemma":[0.9925987,0.005596173,0.0002892085,0.0006406764,0.0003748462,0.0005004636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002696458,0.001351183,0.03819426,0.00007484082,0.00001478811,0.0000780407,0.0009466814,0.000630745,0.3660254,0.00362697,0.582749,0.003611691],"study_design_scores_gemma":[0.01989237,0.04011985,0.4626618,0.0004044542,0.0001633611,0.00196395,0.0004994451,0.00174775,0.01889525,0.01736065,0.4336298,0.002661315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7826669,0.0003125273,0.01013128,0.1369773,0.007750067,0.002750038,0.0001246875,0.0009927949,0.05829437],"genre_scores_gemma":[0.959941,0.00001728093,0.0005159986,0.03781438,0.0005489385,0.0001702511,0.000009174951,0.00003711761,0.0009458745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4244676,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4463026526789277,"score_gpt":0.3879424949289878,"score_spread":0.05836015774993986,"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."}}