{"id":"W2977092852","doi":"10.1016/j.euroneuro.2019.08.127","title":"M27 AN INTEGRATIVE NETWORK-BASED ANALYSIS REVEALS GENE NETWORKS, BIOLOGICAL MECHANISMS, AND DRUG TARGETS IN ALZHEIMER'S DISEASE","year":2019,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Apelin-related biomedical research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Apelin; Diabetes mellitus; Medicine; Internal medicine; Pathogenesis; Endocrinology; Disease; Fibrosis; Gastroenterology; Receptor","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633315,0.000434437,0.0008096084,0.0005403957,0.00008156666,0.00003204833,0.0004145428,0.0001398239,0.001142346],"category_scores_gemma":[0.0001966287,0.0003288158,0.0002102501,0.001746533,0.0003671939,0.00008762095,0.000235691,0.001284575,0.0002016392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005385869,"about_ca_system_score_gemma":0.00009929283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341573,"about_ca_topic_score_gemma":0.000006163762,"domain_scores_codex":[0.9934614,0.003279971,0.000699128,0.001226875,0.0003955783,0.0009370361],"domain_scores_gemma":[0.9973847,0.0005228081,0.0001860674,0.000559821,0.0001317848,0.001214841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03268439,0.005490722,0.3415405,0.000124565,0.005843546,0.03002015,0.0005786751,0.03651024,0.4701585,0.000932001,0.03201611,0.04410069],"study_design_scores_gemma":[0.006342397,0.00147295,0.9070662,0.00006556448,0.001263827,0.00002424838,0.00003041766,0.07943129,0.00008119436,0.000162909,0.003560959,0.0004980591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892339,0.00347655,0.001938395,0.002146189,0.0007000344,0.001359429,0.00002365334,0.0002585526,0.0008633176],"genre_scores_gemma":[0.9870949,0.001004292,0.001190123,0.009721478,0.0004063709,0.00002683061,0.0002245484,0.0001101573,0.0002213364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5655257,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235701539118648,"score_gpt":0.3297746462936487,"score_spread":0.3074176309024623,"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."}}