{"id":"W2027917793","doi":"10.1182/blood-2013-01-477265","title":"Light chain deposition","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"H&E stain; Stain; Pathology; Staining; Immunoglobulin light chain; Eosin; Medicine; Monoclonal; Biopsy; Creatinine; Acute tubular necrosis; Necrosis; Chemistry; Internal medicine; Monoclonal antibody; Renal function; Antibody; Immunology","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":[0.00009834723,0.0006499899,0.0003202705,0.001186339,0.0005285358,0.0006091729,0.0005245509,0.001182836,0.07786828],"category_scores_gemma":[0.0005481787,0.0002110587,0.000386404,0.0006665095,0.0003520644,0.0006411338,0.0003042743,0.001431737,0.01412577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809086,"about_ca_system_score_gemma":0.0002394813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497404,"about_ca_topic_score_gemma":0.002381647,"domain_scores_codex":[0.9998788,0.00001196863,0.000005082264,0.00003075861,0.0000445815,0.00002882288],"domain_scores_gemma":[0.9997924,0.0000379794,0.00002664355,0.00001974898,0.00008276846,0.00004042073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005066741,0.0002062761,0.0104448,0.0003906975,0.00009817957,0.4366847,0.0001549889,0.0004112257,0.01821058,0.005977666,0.3806446,0.1462696],"study_design_scores_gemma":[0.0001160141,0.0001620123,0.01716063,0.0005674724,0.0001054771,0.5938675,0.0002169391,0.00102274,0.006422567,0.003983893,0.3763095,0.0000652502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1080764,0.02014111,0.01358823,0.03826297,0.007794019,0.0005293916,0.01034545,0.00350684,0.7977557],"genre_scores_gemma":[0.5781306,0.01132121,0.01181967,0.02092273,0.004915148,0.0001301415,0.005945264,0.000492716,0.3663226],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07786828,"threshold_uncertainty_score":0.2604954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005094179964245917,"score_gpt":0.2176908381115498,"score_spread":0.2125966581473039,"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."}}