{"id":"W4389912612","doi":"10.3390/diagnostics13243679","title":"Whole Brain and Corpus Callosum Fractional Anisotropy Differences in Patients with Cognitive Impairment","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fractional anisotropy; Corpus callosum; Diffusion MRI; Cognitive impairment; Percentile rank; Normative; Psychology; Percentile; Montreal Cognitive Assessment; Cognition; Population; Medicine; Audiology; Magnetic resonance imaging; Internal medicine; Psychiatry; Radiology; 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":[0.0004634223,0.0004262981,0.000356509,0.001456399,0.0004047696,0.0004634722,0.0001943982,0.0004830954,0.001350754],"category_scores_gemma":[0.002279814,0.0001539119,0.0002339435,0.0006210701,0.0003570353,0.0004529706,0.000303664,0.0002999445,0.0001931441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218022,"about_ca_system_score_gemma":0.0002007046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034742,"about_ca_topic_score_gemma":0.003776988,"domain_scores_codex":[0.9998447,0.00002479781,0.00002806684,0.00004797302,0.00002905111,0.00002541104],"domain_scores_gemma":[0.999295,0.0001633553,0.0003143274,0.00005232423,0.00008552313,0.00008941728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008752483,0.0001059077,0.9873567,0.00004026563,0.0001272935,0.0008383243,0.0007556757,0.0001356537,0.003497046,0.00006446652,0.0001306706,0.00607281],"study_design_scores_gemma":[0.00000628155,0.0001081943,0.9984926,0.000004519463,0.00002254267,0.0008049349,0.000184216,0.00009964786,0.0001562792,0.00005345462,0.00006390558,0.000003409902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994878,0.0001277968,0.00003443434,0.00001327667,0.000002411977,0.000003117766,0.00005437717,0.000001898714,0.0002749415],"genre_scores_gemma":[0.9997557,0.00003618589,0.00005044529,0.000007450636,0.000004079599,0.000003038054,0.00006224542,7.843003e-7,0.00008007309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0034742,"threshold_uncertainty_score":0.00690794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263545401581467,"score_gpt":0.3120306757375723,"score_spread":0.2793952217217576,"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."}}