{"id":"W2158486609","doi":"10.1111/j.1492-7535.2004.0085f.x","title":"Thrombotic Events and Pentosidine in Hemodialysis","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pentosidine; Hemodialysis; Dialysis; Thrombosis; Surgery; Internal medicine; Glycation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004960235,0.0001335593,0.0002568717,0.0003020053,0.0001750475,0.0003486393,0.00009992583,0.0003269936,0.0005691135],"category_scores_gemma":[0.00218266,0.0001130499,0.0002019405,0.0003855969,0.0001565657,0.0001875013,0.0001624707,0.0003804021,0.00007704818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153241,"about_ca_system_score_gemma":0.0001558298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003158374,"about_ca_topic_score_gemma":0.0003673461,"domain_scores_codex":[0.9995549,0.0002253487,0.00007827405,0.00004057366,0.00007329725,0.00002753078],"domain_scores_gemma":[0.9983333,0.0005859298,0.0007516345,0.00005757337,0.00007906629,0.0001925766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004847253,0.0006353793,0.9644591,0.0001832288,0.0001753074,0.0009231364,0.0002446511,0.0001411949,0.003468633,0.00008235619,0.0001559142,0.02468383],"study_design_scores_gemma":[0.00007474757,0.002622712,0.9934105,0.00002661765,0.00009098614,0.002256316,0.00006461354,0.0002572102,0.000548937,0.00005924591,0.000581388,0.000006678667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995684,0.003549262,0.0001005511,0.00005358479,0.00001257594,0.00001293765,0.00003575551,0.000002504484,0.0005488799],"genre_scores_gemma":[0.9987154,0.0008987468,0.0001130987,0.00005232711,0.00003850669,0.000009371058,0.00006046645,6.298055e-7,0.0001115387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005691135,"threshold_uncertainty_score":0.00262326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576628874252641,"score_gpt":0.3087263751045654,"score_spread":0.292960086362039,"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."}}