{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004053962,0.0004710686,0.0006368394,0.001108785,0.0003301313,0.000886469,0.0003591139,0.0004969842,0.001773773],"category_scores_gemma":[0.005808843,0.0002551137,0.001350981,0.001162525,0.0003253428,0.0004354259,0.0004028038,0.0004875127,0.0002265858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070479,"about_ca_system_score_gemma":0.0006209266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00658453,"about_ca_topic_score_gemma":0.003974827,"domain_scores_codex":[0.9957029,0.001744545,0.0005844969,0.0007320322,0.0009908068,0.0002452435],"domain_scores_gemma":[0.9910788,0.002254932,0.004656708,0.0005014171,0.001085209,0.0004229344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004499422,0.0000417677,0.9950457,0.00008769261,0.0004437312,0.0001623496,0.0001990695,0.00003420479,0.0001614553,0.00001799424,0.0003112147,0.003044904],"study_design_scores_gemma":[0.00005277864,0.0003144251,0.9971938,0.00004274177,0.0002699645,0.001078838,0.0002407872,0.00008811229,0.0001016253,0.00001439108,0.0005940735,0.000008446732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996856,0.002180002,0.0001574165,0.00007123841,0.00001034008,0.00002782079,0.0003354757,0.000005247996,0.0003564268],"genre_scores_gemma":[0.9989052,0.0004403443,0.00007609247,0.0001195683,0.00003282614,0.00001273575,0.0003293274,0.000003300015,0.00008053546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00658453,"threshold_uncertainty_score":0.02143967,"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."}}