{"id":"W2261388999","doi":"10.1111/trf.13475","title":"Apheresis platelets are more frequently associated with adverse reactions than pooled platelets both in recipients and in donors: a study from <scp>F</scp>rench hemovigilance data","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Centre Hospitalier Universitaire de Nîmes","keywords":"Apheresis; Medicine; Adverse effect; Platelet; Plateletpheresis; Internal medicine; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005911678,0.0003175342,0.0003973564,0.0004389247,0.0001836454,0.0001232596,0.0003904623,0.0001612449,0.000178172],"category_scores_gemma":[0.0003616805,0.0002178959,0.00003660578,0.000823523,0.00006540158,0.00314187,0.0001002349,0.0002649892,0.00003959357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006121022,"about_ca_system_score_gemma":0.00003117926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006892669,"about_ca_topic_score_gemma":0.08175595,"domain_scores_codex":[0.9976625,0.00009039706,0.0005137682,0.0008492126,0.0005014951,0.0003825623],"domain_scores_gemma":[0.9984118,0.0006072882,0.0003289088,0.0005219072,0.00008840412,0.00004169711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003365057,0.001240937,0.9887658,0.00002905083,0.0001175934,0.000237714,0.0005762856,0.00001140977,0.003184233,0.0000354159,0.0002217586,0.005243232],"study_design_scores_gemma":[0.009566455,0.00003937382,0.9836524,0.0009308664,0.0001313239,0.000002842836,0.002071706,0.0002239985,0.0001453778,0.0002228181,0.002799337,0.0002134659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956979,0.00007409357,0.0001022165,0.001419838,0.0001745766,0.0008159399,0.0001305701,0.0001371872,0.001447636],"genre_scores_gemma":[0.9986861,0.0004194736,0.00005446843,0.0002673448,0.00009178693,0.00004708691,0.0001268813,0.00004199734,0.0002648338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07486328,"threshold_uncertainty_score":0.9997205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283358954828216,"score_gpt":0.2473201536651403,"score_spread":0.2189842581823186,"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."}}