{"id":"W1955203553","doi":"10.1111/trf.12991","title":"Incidence of gammopathies in long‐term plasmapheresis donors at Canadian Blood Services","year":2015,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"","keywords":"Apheresis; Plasmapheresis; Medicine; Incidence (geometry); Population; Monoclonal gammopathy of undetermined significance; Immunofixation; Monoclonal; Internal medicine; Immunology; Antibody; Monoclonal antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006331034,0.0002100593,0.0001802107,0.001447103,0.001398498,0.0007608881,0.0009296507,0.0004489928,0.002739677],"category_scores_gemma":[0.002189564,0.000203274,0.0002368958,0.002068789,0.000568011,0.0002495892,0.0005065461,0.0005538777,0.000148698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009909392,"about_ca_system_score_gemma":0.008494339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8580534,"about_ca_topic_score_gemma":0.8675529,"domain_scores_codex":[0.9990783,0.0000499839,0.00003993815,0.0001103439,0.0004810961,0.0002404592],"domain_scores_gemma":[0.9977677,0.0001430859,0.0008848966,0.00005498878,0.0005918611,0.0005574491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005620769,0.00001648073,0.9941598,0.00002231114,0.00001912899,0.0002871573,0.0002986852,0.00006647981,0.00028398,0.00005171206,0.0006872615,0.004050798],"study_design_scores_gemma":[0.000003725508,0.00003656282,0.9972856,0.00002971377,0.00001549331,0.001069085,0.0005100344,0.0001674852,0.0001347843,0.00001481496,0.0007248915,0.000007927501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970324,0.0007561091,0.00005085742,0.0001732287,0.00001012431,0.000010582,0.0005941646,0.00001078401,0.001361721],"genre_scores_gemma":[0.9990813,0.0003056733,0.00005415874,0.00004111152,0.000004059404,0.000003004106,0.000295331,0.000001641855,0.0002137545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419466,"threshold_uncertainty_score":0.2855651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685477078940589,"score_gpt":0.2258070136698014,"score_spread":0.2089522428803955,"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."}}