{"id":"W2061316631","doi":"10.1007/pl00000706","title":"Immunoglobulin light chains, glycosaminoglycans, and amyloid","year":2000,"lang":"en","type":"review","venue":"Cellular and Molecular Life Sciences","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Glycosaminoglycan; Amyloid (mycology); Immunoglobulin light chain; Antibody; Chemistry; Immunoglobulin G; Biochemistry; Immunology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007600815,0.0008002638,0.001204989,0.0003361824,0.0005330832,0.0002608933,0.0008946082,0.0006706121,0.00006764919],"category_scores_gemma":[0.0001282939,0.0006523277,0.0003901738,0.0005251183,0.001051465,0.00001587462,0.00057416,0.0004511872,0.00002991168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002350295,"about_ca_system_score_gemma":0.0008811538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006623342,"about_ca_topic_score_gemma":0.0000097909,"domain_scores_codex":[0.995855,0.00036662,0.0006575711,0.00163213,0.0005658851,0.0009228424],"domain_scores_gemma":[0.9983723,0.00003130871,0.0002167725,0.0007470711,0.00006130726,0.0005712953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005264996,0.000106548,0.00001317075,0.004235394,0.0003338874,0.0001880094,0.00005593829,0.000003015772,0.01006899,0.0004638993,0.001926382,0.9825521],"study_design_scores_gemma":[0.0003381358,0.0004832336,0.00000157094,0.0009283279,0.0002050105,0.0001701998,0.00003861028,0.00001944445,0.003383204,0.00004691896,0.9935696,0.0008158187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001769333,0.9935949,0.0004110155,0.0001396456,0.0001612146,0.0009427888,0.00009168487,0.00002804245,0.002861344],"genre_scores_gemma":[0.00131918,0.9957387,0.0004033698,0.0002797171,0.0002931476,0.0001424569,0.0002710713,0.00007990228,0.0014724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9916431,"threshold_uncertainty_score":0.9995928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195944499745973,"score_gpt":0.2982287454089285,"score_spread":0.2762693004114687,"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."}}