{"id":"W7132939571","doi":"","title":"Serum Pentosidine as a Biomarker of Osteoporosis and Fracture","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pentosidine; Osteoporosis; Biomarker; Cohort; Glycation; Bone remodeling; Femur; Bone density","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":[0.0006765398,0.00032925,0.0004532872,0.001144853,0.000266973,0.0009125886,0.0002770786,0.0004694307,0.001405397],"category_scores_gemma":[0.001192287,0.0001896943,0.00034669,0.001747731,0.0001928274,0.0002851678,0.0003293866,0.0005835849,0.0004131168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279143,"about_ca_system_score_gemma":0.0005238052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473166,"about_ca_topic_score_gemma":0.001991974,"domain_scores_codex":[0.9993922,0.000123724,0.00007095135,0.0001015084,0.0002507437,0.00006083863],"domain_scores_gemma":[0.9994492,0.00008763988,0.0002322249,0.00002421882,0.0001393028,0.00006744377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00176088,0.0003436741,0.9046543,0.0007165087,0.0004516335,0.0006500153,0.0004014176,0.0002795919,0.01432558,0.0007984858,0.002961525,0.07265647],"study_design_scores_gemma":[0.00004874242,0.002173719,0.966185,0.0003825924,0.0005321629,0.00442393,0.0004937089,0.0009012521,0.006952747,0.000807091,0.01705602,0.00004294294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215019,0.05706566,0.002525399,0.0009495604,0.0003411666,0.0002660264,0.003912834,0.0001235803,0.01331388],"genre_scores_gemma":[0.969588,0.01650304,0.004707328,0.0004274982,0.0001535971,0.0002011868,0.001774614,0.00001273612,0.006632003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473166,"threshold_uncertainty_score":0.004701495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015277120002796,"score_gpt":0.3754472112776756,"score_spread":0.3601700912748795,"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."}}