{"id":"W2519139027","doi":"10.1161/strokeaha.116.014166","title":"Strictly Lobar Cerebral Microbleeds Are Associated With Cognitive Impairment","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cerebral amyloid angiopathy; Medicine; Hyperintensity; Leukoaraiosis; Cognition; Dementia; Population; Stroke (engine); Pathological; Cognitive test; Mini–Mental State Examination; Montreal Cognitive Assessment; Executive functions; Magnetic resonance imaging; Cardiology; Audiology; Pathology; Psychiatry; Cognitive impairment; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001972737,0.000200701,0.0003236068,0.000132265,0.0001134452,0.00002426735,0.00009563904,0.0001309447,0.001017736],"category_scores_gemma":[0.0001754064,0.0001084116,0.0001053781,0.0002245428,0.0001529485,0.0001013884,0.00005468503,0.0002643114,0.0003222199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564346,"about_ca_system_score_gemma":0.0001894481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003054947,"about_ca_topic_score_gemma":0.00004899386,"domain_scores_codex":[0.9982997,0.0000598297,0.0002008772,0.0003173809,0.0005005992,0.0006216309],"domain_scores_gemma":[0.9989781,0.000124484,0.00009293666,0.0001915765,0.0003583026,0.0002545552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001945902,0.0009648375,0.9195989,0.0001239842,0.0006784492,0.0009466295,0.0002738879,3.470384e-7,0.0272877,0.0002077254,0.005205927,0.04276565],"study_design_scores_gemma":[0.02536439,0.00603532,0.8464983,0.002296679,0.0005353392,0.0003292205,0.002216963,0.0003847701,0.1145918,0.0001371627,0.0007294531,0.0008806297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882028,0.0001170218,0.0003249599,0.002568209,0.00005434953,0.0005341238,0.0003032601,0.0001105763,0.007784705],"genre_scores_gemma":[0.9765877,0.00001414537,0.0002910755,0.0003353684,0.0001494764,0.00003149163,0.0000343979,0.00003061556,0.02252572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08730412,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471763204914111,"score_gpt":0.2582396392265113,"score_spread":0.2435220071773702,"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."}}