{"id":"W4390489205","doi":"10.1109/sipaim56729.2023.10373434","title":"White Matter Bundles Linked to Cognitive Impairment in Alzheimer’s Patients and Intermediate Stages","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White matter; Cognitive impairment; Cognition; Psychology; Computer science; Medicine; Neuroscience; Magnetic resonance imaging; Radiology","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":[0.000447243,0.0003647176,0.0002220242,0.001940478,0.0003046537,0.0004607535,0.0001382182,0.0002952832,0.001089644],"category_scores_gemma":[0.001248017,0.0001780219,0.0002633124,0.0007151077,0.0002970095,0.0004215315,0.0004608452,0.0002383778,0.0001793832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135316,"about_ca_system_score_gemma":0.0001745989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133169,"about_ca_topic_score_gemma":0.003726321,"domain_scores_codex":[0.9998635,0.00002102794,0.00002016487,0.00003738069,0.00002609663,0.00003182057],"domain_scores_gemma":[0.9992519,0.000105733,0.0003710656,0.00004088881,0.00006804641,0.0001623947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009630815,0.0000582568,0.985288,0.00003260047,0.0001250608,0.0005093078,0.0005567519,0.0001468775,0.004979569,0.00009051344,0.00007584936,0.007174117],"study_design_scores_gemma":[0.000003917681,0.00008579976,0.9987493,0.000003987604,0.00002081285,0.0004838235,0.0001539547,0.0001381511,0.0001760614,0.000108589,0.00007337239,0.000002393819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991434,0.0002171811,0.0001609046,0.00001069249,0.000002016526,0.000004956702,0.00006723269,0.000004132515,0.0003896135],"genre_scores_gemma":[0.9994104,0.0000841855,0.0002064087,0.00000480739,0.000005055602,0.000003259744,0.0001231694,0.000001691865,0.0001610961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002133169,"threshold_uncertainty_score":0.004241526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008979235118269,"score_gpt":0.3643209576908816,"score_spread":0.304231165339699,"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."}}