{"id":"W2113758530","doi":"10.1111/j.1423-0410.2011.01550.x","title":"<i>Serratia marcescens</i> strains implicated in adverse transfusion reactions form biofilms in platelet concentrates and demonstrate reduced detection by automated culture","year":2011,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Serratia marcescens; Biofilm; Microbiology; Platelet; Bacteria; Biology; Immunology; Escherichia coli; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000723957,0.0003808936,0.0003638801,0.0004064633,0.0001968413,0.0006270919,0.0003061333,0.0004609795,0.001215907],"category_scores_gemma":[0.001786315,0.0002053017,0.0003094725,0.000282692,0.0002650738,0.0002889955,0.0005521909,0.0004105044,0.0004708765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419965,"about_ca_system_score_gemma":0.0002622068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214783,"about_ca_topic_score_gemma":0.001744361,"domain_scores_codex":[0.9984597,0.0002357266,0.0002176153,0.0002286857,0.0006928132,0.0001654903],"domain_scores_gemma":[0.9980943,0.0003533998,0.0007798191,0.000118689,0.000536773,0.0001170888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004036171,0.000097277,0.05987483,0.0001557111,0.0000340643,0.0001810014,0.0001829491,0.00008210424,0.9323617,0.00003013719,0.0001826786,0.006414104],"study_design_scores_gemma":[0.00003256496,0.002592607,0.382987,0.00005542889,0.0001348891,0.002939113,0.0005294459,0.001840205,0.6074208,0.00004232956,0.001404601,0.00002101437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99723,0.0004432885,0.001420657,0.00006533776,0.00001145907,0.00001924036,0.0001022162,0.0000441516,0.0006636884],"genre_scores_gemma":[0.9950374,0.0002404999,0.003926874,0.00005526924,0.00001338293,0.0000182894,0.0002980019,0.0000100686,0.0004001225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214783,"threshold_uncertainty_score":0.004270732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586131943599037,"score_gpt":0.248041643628761,"score_spread":0.2321803241927707,"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."}}