{"id":"W4283394938","doi":"10.1017/cjn.2022.144","title":"P.043 Plasmapheresis for treatment of light chain amyloidosis related myopathy","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Plasmapheresis; Medicine; Myopathy; Amyloidosis; Congenital myopathy; Muscle biopsy; AL amyloidosis; Biopsy; Pathology; Immunoglobulin light chain; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00008705299,0.0001786148,0.0001397789,0.0003442634,0.0004251658,0.000191223,0.0003130372,0.0005715597,0.003919471],"category_scores_gemma":[0.0002074368,0.00004880032,0.0002117395,0.000227695,0.000309218,0.00009420606,0.0001149492,0.0006866218,0.001232535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007357859,"about_ca_system_score_gemma":0.0008646408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004729298,"about_ca_topic_score_gemma":0.01106061,"domain_scores_codex":[0.9999523,0.000006445886,0.00000468377,0.000005313165,0.00001978077,0.00001145392],"domain_scores_gemma":[0.9999011,0.00002052703,0.00001619841,0.000003458484,0.00001901205,0.00003963204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002348389,0.0006408109,0.02227171,0.001713209,0.000166487,0.1706013,0.0004209078,0.0008878377,0.05179223,0.00244526,0.1173876,0.6293243],"study_design_scores_gemma":[0.001619227,0.002738942,0.1434886,0.0007732198,0.000187975,0.4279492,0.0002693872,0.003022692,0.01896242,0.002466972,0.3984692,0.00005214649],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5417844,0.2468604,0.008088654,0.0230877,0.00374549,0.0004735605,0.0006212524,0.000832162,0.1745063],"genre_scores_gemma":[0.9486754,0.0259631,0.003804668,0.003258999,0.001913281,0.00007933216,0.0003359483,0.00006130466,0.01590799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004729298,"threshold_uncertainty_score":0.01311195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202306514285705,"score_gpt":0.2590280599966331,"score_spread":0.2370049948537761,"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."}}