{"id":"W2980428671","doi":"10.1159/000503451","title":"Poor Diet, Stress, and Inactivity Converge to Form a “Perfect Storm” That Drives Alzheimer’s Disease Pathogenesis","year":2019,"lang":"en","type":"review","venue":"Neurodegenerative Diseases","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Pathogenesis; Neurodegeneration; Disease; Neuroprotection; Locus coeruleus; Medicine; Insulin resistance; Neuroscience; Bioinformatics; Endocrinology; Diabetes mellitus; Biology; Internal medicine","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":[0.00004351323,0.001065744,0.002364289,0.0002698632,0.0002400638,0.00009534409,0.0001874509,0.0001773478,0.0001120535],"category_scores_gemma":[0.0001249126,0.0007812201,0.0008963086,0.0002839033,0.0001436625,0.0002044825,0.000276301,0.0002864904,0.0001161239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413132,"about_ca_system_score_gemma":0.0006993398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000499798,"about_ca_topic_score_gemma":0.0001213189,"domain_scores_codex":[0.9967783,0.0003966595,0.0004042112,0.001362856,0.0005063135,0.0005516295],"domain_scores_gemma":[0.997349,0.0002401263,0.0002389925,0.0008626979,0.000114453,0.001194708],"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":[0.00118373,0.00257324,0.09522702,0.0205683,0.002546564,0.0003039536,0.0002112288,0.000001706317,0.00001163218,0.0001472944,0.001385664,0.8758397],"study_design_scores_gemma":[0.002315108,0.002867043,0.1763491,0.008922994,0.04571495,0.00004023196,0.00008787491,0.00002629706,0.0001700914,0.00001826828,0.7615758,0.00191214],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006457985,0.9820932,0.00001430509,0.0001534916,0.0003581449,0.003731467,0.006978078,0.0001165545,0.00009678891],"genre_scores_gemma":[0.04182601,0.9546338,0.00003080392,0.000313596,0.0002419419,0.000982914,0.00154852,0.0001693897,0.0002530498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8739275,"threshold_uncertainty_score":0.9994639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464052405770682,"score_gpt":0.3319131863043697,"score_spread":0.2672726622466629,"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."}}