{"id":"W3194387471","doi":"10.1097/md.0000000000026967","title":"The cognitive dysfunction related to Alzheimer disease or cerebral small vessel disease","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Zhejiang Province","keywords":"Medicine; Disease; Alzheimer's disease; Cognition; Cardiology; Internal medicine; 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":[0.0003302513,0.000390404,0.0003818629,0.0007010214,0.0003531395,0.000379426,0.000234003,0.0003314751,0.003119888],"category_scores_gemma":[0.0009553578,0.00009572075,0.0004666596,0.0008097443,0.0003660746,0.0001830193,0.0002975491,0.000455769,0.0001728372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649359,"about_ca_system_score_gemma":0.0004665518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960135,"about_ca_topic_score_gemma":0.00214391,"domain_scores_codex":[0.9997479,0.00004370412,0.00003759204,0.00005307686,0.00006796342,0.00004976466],"domain_scores_gemma":[0.9993905,0.00008282092,0.000344729,0.00003146569,0.00006413383,0.00008638913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008793841,0.0001288949,0.9825618,0.000254519,0.0002934775,0.00126205,0.00005452193,0.00005161752,0.0006175055,0.0001203231,0.0006095174,0.01316636],"study_design_scores_gemma":[0.00004130406,0.0002216267,0.9947253,0.00005183304,0.0001809989,0.003247383,0.00004872468,0.0001244622,0.0002493444,0.0001880893,0.0009147723,0.000006186389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988597,0.007742657,0.0002177677,0.0001716935,0.00006648806,0.00003723494,0.000485046,0.00001052651,0.002671633],"genre_scores_gemma":[0.9977003,0.001215787,0.00007902248,0.0000683848,0.00008970942,0.00001273986,0.0004104726,0.000001084811,0.0004226233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119888,"threshold_uncertainty_score":0.01043707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0656287841544201,"score_gpt":0.3009538495592425,"score_spread":0.2353250654048225,"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."}}