{"id":"W1602764125","doi":"10.1111/j.1423-0410.2010.01419.x","title":"PEGylation prevents bacteria‐induced platelet activation and biofilm formation in platelet concentrates","year":2010,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of British Columbia; Canadian Blood Services","funders":"","keywords":"Biofilm; Staphylococcus epidermidis; PEGylation; Platelet; Bacteria; Chemistry; Microbiology; Contamination; Platelet activation; Staphylococcus aureus; Biochemistry; Polyethylene glycol; Immunology; Biology","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":[0.0001613281,0.0001114327,0.000153501,0.0001439602,0.00004960777,0.00003257141,0.00003608569,0.0001261966,0.0003009103],"category_scores_gemma":[0.0000457522,0.0001008383,0.00002503015,0.0001517246,0.00002618577,0.0002435786,0.00001633458,0.0001920382,0.00001835443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002226551,"about_ca_system_score_gemma":0.00001661216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008607161,"about_ca_topic_score_gemma":0.0000527104,"domain_scores_codex":[0.9992636,0.00002883995,0.0002341369,0.0001723067,0.0001431444,0.0001579388],"domain_scores_gemma":[0.9996565,0.0000319816,0.00007015432,0.0001388669,0.00002992906,0.00007257221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001628865,0.000149798,0.003863725,0.00009288075,0.00002307369,0.00001306548,0.00116969,7.205441e-7,0.9327426,0.0004610308,0.0004117054,0.06090884],"study_design_scores_gemma":[0.004410507,0.0001985077,0.2551211,0.0001038683,0.00002814105,0.00003565152,0.0003224182,0.0006902273,0.7280563,0.0001699095,0.010697,0.0001664634],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960981,0.00001326104,0.00009368031,0.0008525476,0.0002196899,0.0006551567,0.000004714163,0.00005457003,0.002008307],"genre_scores_gemma":[0.9986929,0.00005617073,0.0005656335,0.0003464096,0.00008443439,0.00002705395,0.0001181179,0.00001243233,0.00009685495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512573,"threshold_uncertainty_score":0.4112068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602153553828165,"score_gpt":0.2612440806355278,"score_spread":0.2452225450972462,"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."}}