{"id":"W4296035369","doi":"10.1002/jbmr.4706","title":"Dimorphic Mechanisms of Fragility in Diabetes Mellitus: the Role of Reduced Collagen Fibril Deformation","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Lawrence Berkeley National Laboratory; Office of Science; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universitätsklinikum Hamburg-Eppendorf; European Commission; Alexander von Humboldt-Stiftung; Horizon 2020 Framework Programme; Universität Hamburg; Deutsche Forschungsgemeinschaft","keywords":"Pentosidine; Glycation; Medicine; Diabetes mellitus; Bone mineral; Type 2 Diabetes Mellitus; Bone remodeling; Internal medicine; Advanced glycation end-product; Endocrinology; Osteoporosis","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":[0.0003530375,0.0002946084,0.0002097289,0.0006838262,0.0001697153,0.0003364217,0.0002460669,0.0003604615,0.000793241],"category_scores_gemma":[0.0002503314,0.0001741796,0.0002343851,0.0002934917,0.0002978412,0.0002406383,0.0002080771,0.0002888013,0.0001014725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492,"about_ca_system_score_gemma":0.00009818241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005891639,"about_ca_topic_score_gemma":0.0008909798,"domain_scores_codex":[0.9998496,0.00002788071,0.00001171611,0.00004363821,0.00004156243,0.00002561261],"domain_scores_gemma":[0.9997057,0.00002805877,0.0001525253,0.00003542099,0.00003462169,0.00004350811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008898229,0.0001044605,0.08649047,0.0001958603,0.000145721,0.0008644453,0.0001994977,0.0001551688,0.898432,0.0002520459,0.0001061132,0.01216446],"study_design_scores_gemma":[0.00001739271,0.0004062084,0.9321266,0.00002494698,0.00006932831,0.003334102,0.0001936544,0.0007053921,0.06200805,0.0003866857,0.000712239,0.00001546803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931411,0.004021032,0.001979104,0.00007853552,0.00001574984,0.00001548646,0.0001953386,0.00002397232,0.0005296441],"genre_scores_gemma":[0.9974559,0.001028789,0.0009269709,0.00005606741,0.00001050007,0.00001383372,0.0001163916,0.000005930633,0.0003856705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000793241,"threshold_uncertainty_score":0.002653658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224009493648959,"score_gpt":0.3477161777956493,"score_spread":0.2954760828591597,"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."}}