{"id":"W3135509068","doi":"10.1093/gerona/glab057","title":"Pathogen Burden, Blood Biomarkers, and Functional Aging in Community-Dwelling Older Adults","year":2021,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Biomedical Research Council; National Medical Research Council; Agency for Science, Technology and Research","keywords":"Gerontology; Healthy aging; Pathogen; Successful aging; Biology; Medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007062266,0.0003552834,0.000338594,0.0006947843,0.0002603959,0.0004297989,0.0001932045,0.0003936519,0.0009116291],"category_scores_gemma":[0.001974165,0.0001361045,0.0002121514,0.0007336714,0.000169472,0.0003272778,0.0002881201,0.000289044,0.00009198696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374945,"about_ca_system_score_gemma":0.0002121538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619564,"about_ca_topic_score_gemma":0.003158888,"domain_scores_codex":[0.9998046,0.00005013839,0.00003169042,0.00004595244,0.00003714616,0.00003042648],"domain_scores_gemma":[0.9989645,0.0001748523,0.0004963979,0.00004910376,0.0001667153,0.0001483886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009294396,0.00002821585,0.9982337,0.00002461326,0.00006327814,0.00002496531,0.00003214515,0.00002158041,0.0001629062,0.000005745976,0.0000400128,0.001269878],"study_design_scores_gemma":[0.000002721983,0.00009147331,0.9996291,0.000008006581,0.00002622972,0.00006203866,0.00003926103,0.00005185398,0.00002719164,0.0000176357,0.00004331806,0.000001142329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984618,0.0009586791,0.00006371162,0.00003574611,0.0000057265,0.000006831907,0.0002542862,0.00000195791,0.0002111304],"genre_scores_gemma":[0.9994246,0.0002188818,0.00009617935,0.00002562791,0.00001119475,0.000006289428,0.0001614931,3.360963e-7,0.00005538338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619564,"threshold_uncertainty_score":0.005208611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709782424582325,"score_gpt":0.3491987976214586,"score_spread":0.3021009733756353,"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."}}