{"id":"W4281703481","doi":"10.3390/life12060869","title":"Serum Metabolomic Signatures for Knee Cartilage Volume Loss over 10 Years in Community-Dwelling Older Adults","year":2022,"lang":"en","type":"article","venue":"Life","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Cartilage; Osteoarthritis; Medicine; Metabolomics; Metabolite; Body mass index; Internal medicine; Omics; Physiology; Pathology; Bioinformatics; Biology; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138316,0.000325745,0.0003515141,0.0005798385,0.0002241897,0.000417855,0.0001681689,0.0004079093,0.0006701417],"category_scores_gemma":[0.0009143184,0.0001845111,0.0004742115,0.0006020663,0.0001077871,0.0002548166,0.0003696693,0.0002887171,0.0001474647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844897,"about_ca_system_score_gemma":0.0001697692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886635,"about_ca_topic_score_gemma":0.007848953,"domain_scores_codex":[0.9998709,0.00002669824,0.00001847544,0.00003625134,0.0000281575,0.00001955982],"domain_scores_gemma":[0.9997224,0.00003042465,0.0001355831,0.00001708812,0.00005908174,0.00003534384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005659895,0.00005929191,0.9928848,0.00003778605,0.0001700023,0.00007598574,0.0001101459,0.00009273167,0.002141617,0.00001386251,0.00009883508,0.003748932],"study_design_scores_gemma":[0.000005117817,0.0001873305,0.999215,0.000006306968,0.0000522619,0.00008435194,0.00006738579,0.0002139081,0.00007551019,0.00001430799,0.00007575817,0.00000265894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984914,0.0007148104,0.0001691827,0.00002687882,0.00000564637,0.00001105334,0.0003991147,0.000006259548,0.0001756422],"genre_scores_gemma":[0.9989023,0.0002247549,0.0002581735,0.00003085349,0.000007372972,0.00001275752,0.000375023,0.000001210251,0.0001874893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004886635,"threshold_uncertainty_score":0.009716392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100680179198253,"score_gpt":0.2465556530345249,"score_spread":0.2364876351146996,"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."}}