{"id":"W2302900085","doi":"10.1007/s10571-015-0285-4","title":"Neurovascular and Cognitive failure in Alzheimer’s Disease: Benefits of Cardiovascular Therapy","year":2016,"lang":"en","type":"review","venue":"Cellular and Molecular Neurobiology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Disease; Neuroscience; Medicine; Cognitive decline; Cognition; Alzheimer's disease; Bioinformatics; Dementia; Internal medicine; Psychology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002001496,0.0006459159,0.00239147,0.0004078355,0.00005160956,0.00001500653,0.0001409976,0.0003564997,0.00002519171],"category_scores_gemma":[0.00008051401,0.0004486422,0.001094797,0.0002468675,0.0004553555,0.00004275259,0.0001975579,0.0003755261,0.00001543856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001536272,"about_ca_system_score_gemma":0.000307269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000153522,"about_ca_topic_score_gemma":8.431892e-7,"domain_scores_codex":[0.996875,0.0007241631,0.000522313,0.001062347,0.0002668602,0.0005492512],"domain_scores_gemma":[0.9983671,0.0001703435,0.0001567654,0.0006721242,0.0001139372,0.0005197037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002603844,0.0003854925,0.0003229478,0.003646799,0.03475017,0.003483002,0.00001655423,6.626558e-7,0.00005530441,0.0001287803,0.0000166519,0.9569333],"study_design_scores_gemma":[0.01302118,0.002260086,0.001571112,0.02148449,0.05514931,0.001008278,0.00001938114,0.000005159604,0.001160822,0.0001464294,0.9024278,0.001745968],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009301719,0.9881535,0.00002495662,0.0000465745,0.00005743606,0.002112629,0.0002287137,0.00002415194,0.00005030601],"genre_scores_gemma":[0.02807595,0.9710451,0.00001405346,0.00007570876,0.00005137294,0.0001755057,0.0004504433,0.0001070975,0.000004801834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9551873,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730668387233986,"score_gpt":0.3025173487679769,"score_spread":0.265210664895637,"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."}}