{"id":"W4406049756","doi":"10.1002/alz.090393","title":"Peripheral Inflammation subgroups in Alzheimer’s disease and related dementias","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec - Clinical Research Organization in Cancer; Western University; McGill University; Concordia University; Baycrest Hospital","funders":"","keywords":"Inflammation; Disease; Peripheral; Medicine; Dementia; Alzheimer's disease; Neuroscience; Gerontology; Psychology; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006558654,0.0004769269,0.0006028622,0.001617415,0.0005320561,0.0007214441,0.0002477367,0.0004083733,0.002438296],"category_scores_gemma":[0.001176676,0.0001319432,0.0004112821,0.001538732,0.0002756917,0.00039766,0.0005390689,0.0005084426,0.0003281704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158988,"about_ca_system_score_gemma":0.0003784941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622247,"about_ca_topic_score_gemma":0.002092348,"domain_scores_codex":[0.9997227,0.00006751944,0.00004456664,0.00006545807,0.00004728637,0.00005246813],"domain_scores_gemma":[0.9989246,0.0002021897,0.0004410351,0.0000463874,0.0001514244,0.0002343309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001316681,0.0000896632,0.991437,0.00007664556,0.00008970999,0.0002325252,0.000138101,0.00006246852,0.0005931799,0.0000460813,0.00009623275,0.005821857],"study_design_scores_gemma":[0.00002293432,0.0003488645,0.9971074,0.00003004851,0.0001014812,0.001123142,0.0001998564,0.0002410503,0.0001552646,0.0002949166,0.0003705604,0.000004376858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959274,0.00260374,0.0001457998,0.00004790904,0.00001077416,0.00001907366,0.000182917,0.000007154561,0.001055066],"genre_scores_gemma":[0.9989241,0.0004081687,0.0001976419,0.00001686189,0.0000356975,0.00001206247,0.0001976928,0.000001520342,0.0002062817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438296,"threshold_uncertainty_score":0.008156955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342331804813848,"score_gpt":0.2707078639859852,"score_spread":0.2372845459378468,"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."}}