{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004729868,0.0001666513,0.0002136157,0.0005381408,0.0001181832,0.00008684603,0.0002684803,0.000112034,0.0007415453],"category_scores_gemma":[0.00002941202,0.000157964,0.00005817506,0.000672514,0.00004841399,0.001403249,0.00004293389,0.0001362795,0.00015274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003671457,"about_ca_system_score_gemma":0.00008211547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3350591,"about_ca_topic_score_gemma":0.9240922,"domain_scores_codex":[0.9987301,0.00002407625,0.0003514906,0.0002712538,0.0003612606,0.0002618803],"domain_scores_gemma":[0.9993997,0.00004622864,0.0001323854,0.0001939223,0.0001668829,0.0000608551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147539,0.0001982666,0.9896463,0.0004452149,0.00002255656,0.0001042575,0.001116881,0.0001035531,0.001930362,0.001340392,0.0001124008,0.004765105],"study_design_scores_gemma":[0.005184702,0.00006149462,0.9738774,0.0005095859,0.000278935,0.000030501,0.001431115,0.000727194,0.005871155,0.0009134574,0.01047853,0.0006359097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796578,0.0002730734,0.00001511649,0.001035581,0.0002486828,0.0002406799,0.000005570863,0.0000532122,0.01847033],"genre_scores_gemma":[0.9986865,0.0002794031,0.00006124841,0.0006626017,0.00009398993,0.00001214519,0.00002788332,0.00001925619,0.0001569736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5890331,"threshold_uncertainty_score":0.8119401,"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."}}