{"id":"W2306445316","doi":"","title":"Diversity of amyloidosis in plasma cell dyscrasias：pathogenesis and therapy（REVIEW）","year":2016,"lang":"en","type":"article","venue":"Pharma Medica","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dyscrasia; Pathogenesis; Amyloidosis; Plasma cell; Plasma cell dyscrasia; Diversity (politics); Medicine; Multiple myeloma; Immunology; Pathology; Sociology; Immunoglobulin light chain; Anthropology","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":[0.0009182535,0.0007112144,0.002393726,0.001797949,0.0002281834,0.001262293,0.0007296403,0.001327402,0.001465551],"category_scores_gemma":[0.001040125,0.0002796681,0.0007439977,0.001617818,0.0004583479,0.001465613,0.0004584075,0.001453869,0.0006102316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484425,"about_ca_system_score_gemma":0.0006946665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000457051,"about_ca_topic_score_gemma":0.0008156998,"domain_scores_codex":[0.9997389,0.00005538875,0.00005588304,0.00004626024,0.0000816803,0.00002199131],"domain_scores_gemma":[0.9992465,0.0004724442,0.0001158849,0.00001574979,0.0001073858,0.00004207118],"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":[0.0003667755,0.000132335,0.0005628551,0.01947045,0.0002605025,0.0006361573,0.0000552213,0.0003475413,0.001885403,0.002293038,0.02148197,0.9525077],"study_design_scores_gemma":[0.0003346964,0.000685317,0.005424906,0.01613741,0.001386677,0.01711389,0.000233847,0.0004298894,0.001577387,0.005860605,0.9507225,0.00009296204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001212011,0.999301,0.00004822027,0.0002655504,0.00009084665,0.000001553463,0.000004223797,0.000002036923,0.0001654078],"genre_scores_gemma":[0.001157242,0.9978581,0.0001376397,0.0002771497,0.00040578,0.000003790287,0.00001123117,8.326584e-7,0.0001481667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002393726,"threshold_uncertainty_score":0.00490278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815135026422756,"score_gpt":0.2701520777335158,"score_spread":0.2520007274692883,"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."}}