{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644305,0.0002407956,0.0003092833,0.0002168607,0.00008548382,0.00001448077,0.00006910731,0.0002128149,0.0001713412],"category_scores_gemma":[0.00001544593,0.0002124561,0.00006221203,0.000587387,0.00009692825,0.0001558157,0.00001456148,0.0003373395,0.00001043165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006160107,"about_ca_system_score_gemma":0.00003666257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858202,"about_ca_topic_score_gemma":0.002170514,"domain_scores_codex":[0.9985455,0.00005331166,0.0004684565,0.0004159159,0.000149083,0.0003677595],"domain_scores_gemma":[0.9994835,0.00001141181,0.00007844477,0.0002064729,0.00004543005,0.0001747107],"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":[0.0003504927,0.0005412603,0.003912045,0.0001127278,0.00005681009,0.0001044701,0.003979336,6.933577e-7,0.9754962,0.00004380061,0.001151489,0.01425069],"study_design_scores_gemma":[0.01205777,0.0009529096,0.2804061,0.0003887754,0.0001925331,0.0002268677,0.00675645,0.002499275,0.6884785,0.00009578604,0.007370098,0.0005750321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921303,0.0001578454,0.00004559173,0.0003945182,0.0001195807,0.001135003,0.00005578887,0.0003596087,0.005601766],"genre_scores_gemma":[0.9978672,0.001038078,0.0003464041,0.0003629257,0.00001604005,0.00006797,0.0001089342,0.00002675041,0.0001656642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2870177,"threshold_uncertainty_score":0.8663709,"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."}}