{"id":"W4406201407","doi":"10.1002/alz.089750","title":"Microhemorrhages and Siderosis in Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Dementia; Cerebral amyloid angiopathy; Medicine; Superficial siderosis; Vascular dementia; Hyperintensity; Stroke (engine); Internal medicine; Context (archaeology); Dementia with Lewy bodies; Cardiology; Pathology; Magnetic resonance imaging; Disease; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611266,0.0001940745,0.0002270685,0.00156508,0.0002523936,0.0004433484,0.0002053738,0.0001951437,0.001725558],"category_scores_gemma":[0.001735275,0.0001167874,0.0002262015,0.00126699,0.0002446054,0.0002771914,0.000296464,0.0002927668,0.0001320687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416363,"about_ca_system_score_gemma":0.0002371635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004320101,"about_ca_topic_score_gemma":0.003444352,"domain_scores_codex":[0.9996923,0.00007294684,0.00005382858,0.00005103854,0.00008672498,0.00004313446],"domain_scores_gemma":[0.9983187,0.0002203138,0.001068862,0.00004108853,0.0001704561,0.000180753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007538421,0.00001660575,0.9967416,0.00003036951,0.00003167337,0.0002600013,0.00003701153,0.0000233814,0.0001042367,0.00001194296,0.00007770162,0.002590226],"study_design_scores_gemma":[0.000001531303,0.00002726329,0.9987221,0.00001266491,0.00001238422,0.0009679294,0.00004407528,0.00005696285,0.00004433336,0.0000216703,0.00008766294,0.000001483362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963455,0.002211359,0.0000573031,0.00006104481,0.000007489898,0.000008445938,0.0003006152,0.00000498004,0.001003432],"genre_scores_gemma":[0.999496,0.000292403,0.00004197879,0.00001059534,0.00001208306,0.000002174868,0.000087259,3.804466e-7,0.00005720877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004320101,"threshold_uncertainty_score":0.008589923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129940689331055,"score_gpt":0.3173918896769941,"score_spread":0.2860924827836835,"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."}}