{"id":"W2164273040","doi":"10.1001/archneur.65.6.790","title":"Microbleed Topography, Leukoaraiosis, and Cognition in Probable Alzheimer Disease From the Sunnybrook Dementia Study","year":2008,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Wellcome Trust","keywords":"Leukoaraiosis; Dementia; Medicine; Neurology; Neuropsychology; Neuroimaging; Cognition; Cardiology; Magnetic resonance imaging; Neuroradiology; Internal medicine; Posterior cingulate; Psychology; Disease; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007886042,0.00010357,0.0002110504,0.0001188762,0.00009578296,0.000004418533,0.0001046458,0.00002948613,0.00004448181],"category_scores_gemma":[0.00004102695,0.00007220909,0.00005569463,0.0001166428,0.0004037583,0.00003935395,0.0001006203,0.0002747278,0.000004895339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001042395,"about_ca_system_score_gemma":0.0000493704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603594,"about_ca_topic_score_gemma":0.0001480065,"domain_scores_codex":[0.9989481,0.0002127653,0.0002116023,0.0002634446,0.0001272935,0.0002367909],"domain_scores_gemma":[0.9993248,0.0003159378,0.00004028788,0.0002098951,0.00001912163,0.00008993367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001650921,0.0006923955,0.980283,0.00001806686,0.0001408975,0.0003518983,0.0009838962,0.000003172257,0.009011564,0.00004578614,0.0001387299,0.006679678],"study_design_scores_gemma":[0.00191773,0.0007421433,0.994399,0.00001361598,0.0001938755,0.00004535319,0.00007724337,0.0009043195,0.0006250268,0.000933154,0.00008628993,0.00006227363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931836,0.002612383,0.00001256647,0.002732023,0.00002460453,0.0007767573,0.00001244139,0.00001319622,0.0006323968],"genre_scores_gemma":[0.9985072,0.000323246,0.0002849693,0.000735881,0.00003916804,0.00004416388,0.00002584318,0.00001052286,0.00002897975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411598,"threshold_uncertainty_score":0.2944601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746901399481882,"score_gpt":0.261986546811783,"score_spread":0.2345175328169641,"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."}}