{"id":"W4392376608","doi":"10.1038/s41598-024-56023-3","title":"The impact of medial temporal and parietal atrophy on cognitive function in dementia","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Atrophy; Internal medicine; Medicine; Cognition; Vascular dementia; Receiver operating characteristic; Memory clinic; Area under the curve; Multivariate analysis; Disease; Psychiatry","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":[0.001346523,0.0003983583,0.0002988674,0.001598565,0.0002948014,0.0009779563,0.0003221201,0.0004242779,0.001060878],"category_scores_gemma":[0.00376157,0.0002561959,0.0004731703,0.0009523291,0.0003674722,0.0004771311,0.000417427,0.0004676353,0.0002275045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723971,"about_ca_system_score_gemma":0.000374298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604827,"about_ca_topic_score_gemma":0.005342453,"domain_scores_codex":[0.9993842,0.0002202686,0.00008389614,0.0001052109,0.0001336097,0.00007286117],"domain_scores_gemma":[0.998211,0.0003992086,0.0008713955,0.0001028411,0.0002132388,0.0002023258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824183,0.00003595337,0.9927586,0.00003711214,0.00009387038,0.0001840087,0.00004911437,0.0000459599,0.0001809133,0.00001763441,0.00008086092,0.006333629],"study_design_scores_gemma":[0.000002017223,0.00004955559,0.999084,0.00001606937,0.00004442694,0.0004331309,0.00006077297,0.0001220746,0.00005100524,0.00004108349,0.0000933539,0.000002534623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990651,0.007145786,0.0001323719,0.0001598949,0.00002621841,0.000008522073,0.0002769947,0.000008168598,0.001591098],"genre_scores_gemma":[0.9980075,0.001387692,0.0001657906,0.00002610294,0.00003295343,0.000005458122,0.0001881101,0.000001854088,0.0001845666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003604827,"threshold_uncertainty_score":0.007167697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593309194505461,"score_gpt":0.3288010040443572,"score_spread":0.3128679120993026,"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."}}