{"id":"W6986742521","doi":"","title":"Regions of atrophy that correlate with cognitive impairment in subtypes of dementia","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrophy; Dementia; Third ventricle; Cognitive impairment; Brain size; Cistern; Vascular dementia; Neurology; Central nervous system disease","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":[0.0004077853,0.0003117289,0.000246254,0.001100138,0.0002948596,0.0004254553,0.0003042276,0.0004602671,0.001425709],"category_scores_gemma":[0.001189956,0.0002518424,0.0002581772,0.0003616004,0.0003774909,0.0003193665,0.0004827103,0.0003683264,0.0003217324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258417,"about_ca_system_score_gemma":0.0001786857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005091418,"about_ca_topic_score_gemma":0.01181599,"domain_scores_codex":[0.9998253,0.00002301473,0.00002041483,0.00004621638,0.00004472531,0.00004043775],"domain_scores_gemma":[0.9993349,0.00006477455,0.0003469897,0.00004929894,0.00007933786,0.000124651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006700486,0.00003491774,0.9898,0.00001930357,0.00008158217,0.0003606197,0.0001667864,0.00009008329,0.004115658,0.00002714077,0.0001548559,0.004478878],"study_design_scores_gemma":[0.000003900282,0.00003346066,0.9992282,0.000002767682,0.00000816204,0.0004539339,0.00005780695,0.00004556429,0.0001039341,0.00002206344,0.0000388367,0.000001374237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989958,0.0001911938,0.00005812204,0.00002051103,0.000002630745,0.000005775017,0.0000607974,0.00000366919,0.0006613805],"genre_scores_gemma":[0.9994341,0.00004626982,0.00008339035,0.00001781022,0.000007267559,0.000003757337,0.0001316416,0.000001618381,0.0002741573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005091418,"threshold_uncertainty_score":0.01012361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356688417404186,"score_gpt":0.3084581175983689,"score_spread":0.264891233424327,"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."}}