{"id":"W4319812120","doi":"10.1177/11206721231155974","title":"Ocular complications of plasma cell dyscrasias","year":2023,"lang":"en","type":"review","venue":"European Journal of Ophthalmology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Dyscrasia; Plasma cell; Multiple myeloma; POEMS syndrome; Monoclonal gammopathy of undetermined significance; Organomegaly; Polyneuropathy; Amyloidosis; Pathology; Macroglobulinemia; Cryoglobulinemia; Monoclonal; Plasma cell dyscrasia; Dermatology; Waldenstrom macroglobulinemia; Internal medicine; Immunology; Lymphoma; Monoclonal antibody; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007968173,0.0002862284,0.001850279,0.0006106411,0.00004700749,0.000009517909,0.0004403226,0.00009059531,0.0002604524],"category_scores_gemma":[0.0003193985,0.0002018857,0.0008191998,0.0003639306,0.0001526522,0.00002995761,0.0001377735,0.0006817969,0.0009699719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009581189,"about_ca_system_score_gemma":0.0004608931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002675894,"about_ca_topic_score_gemma":3.26736e-8,"domain_scores_codex":[0.9967594,0.001064489,0.001286733,0.00022384,0.0003597643,0.0003058267],"domain_scores_gemma":[0.9973049,0.0003749025,0.001216681,0.0004778848,0.000302961,0.0003227107],"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":[0.0003013782,0.001840605,0.0007491311,0.03557172,0.004877353,0.2694423,0.0001435203,0.000005192072,0.00006868419,0.0001045222,0.004524195,0.6823714],"study_design_scores_gemma":[0.002290605,0.00255998,0.002688971,0.009790527,0.001626751,0.152724,0.00002573653,0.000004287703,0.00001881707,0.000014407,0.8280588,0.00019705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001643124,0.9570081,0.00001883129,0.00006142008,0.0002204027,0.0004990457,0.00006147405,0.00001209231,0.04047547],"genre_scores_gemma":[0.003540547,0.9919413,0.001394697,0.000004995137,0.0002229775,0.000005515253,0.00008637021,0.0001263001,0.002677239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8235346,"threshold_uncertainty_score":0.9998079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893307275820867,"score_gpt":0.415875165327599,"score_spread":0.2265444377455123,"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."}}