{"id":"W3109697380","doi":"10.1093/jalm/jfaa171","title":"Alzheimer Disease Pathogenesis: The Role of Autoimmunity","year":2020,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Autoantibody; Autoimmunity; Disease; Pathogenesis; Neuroscience; Biomarker; Alzheimer's disease; Biology; Immunology; Medicine; Pathology; Genetics; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0009751645,0.0001828536,0.0004802981,0.00006515531,0.0001416462,0.000004773363,0.0003695847,0.00004061958,0.0002674937],"category_scores_gemma":[0.0001847992,0.00007886725,0.000102195,0.0005309953,0.0005633808,0.00005347745,0.00006838814,0.0004314035,0.00002517192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530399,"about_ca_system_score_gemma":0.0007215888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009582127,"about_ca_topic_score_gemma":4.27785e-7,"domain_scores_codex":[0.9979973,0.0002012832,0.0005409598,0.0001021223,0.000927644,0.0002306974],"domain_scores_gemma":[0.9977209,0.0002460144,0.0004276383,0.0004392094,0.000490628,0.0006756135],"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":[0.1445424,0.006791149,0.07526857,0.001128441,0.1208755,0.002806493,0.04225446,0.0005327933,0.4533827,0.01355737,0.05326539,0.08559477],"study_design_scores_gemma":[0.03979881,0.01059416,0.5990949,0.001721106,0.07964627,0.0002502225,0.05605423,0.001111669,0.1095772,0.007569992,0.09346617,0.001115253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8006675,0.176287,0.00002274621,0.01923338,0.0001001333,0.0008775438,0.00007224073,0.00003189544,0.002707521],"genre_scores_gemma":[0.9962088,0.001134577,0.00003825267,0.002067958,0.0005069325,0.000008217932,0.000007484502,0.00002587967,0.000001849061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238264,"threshold_uncertainty_score":0.3216113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830783197708242,"score_gpt":0.2885089992189911,"score_spread":0.2602011672419087,"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."}}