{"id":"W2129895042","doi":"10.1016/s0037-1963(01)90120-9","title":"Bacterial contamination of platelet concentrates: Incidence, significance, and prevention","year":2001,"lang":"en","type":"review","venue":"Seminars in Hematology","topic":"Blood transfusion and management","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Canadian Blood Services; Héma-Québec","funders":"","keywords":"Medicine; Sepsis; Incidence (geometry); Platelet; Platelet transfusion; Contamination; Intensive care medicine; Blood transfusion; Transfusion reaction; Blood product; Immunology; Surgery; 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":[0.0002862801,0.0002359112,0.00175098,0.0003087323,0.00001685082,0.000005399628,0.00008242427,0.0003863375,0.0002184038],"category_scores_gemma":[0.00006330622,0.0002075144,0.0001268472,0.000321371,0.0001467699,0.00004266517,0.00004160506,0.0002358784,0.000007177374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005393659,"about_ca_system_score_gemma":0.0001534598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001898808,"about_ca_topic_score_gemma":0.00004172801,"domain_scores_codex":[0.9983655,0.0001509626,0.0007915349,0.0003461887,0.0001362934,0.0002095631],"domain_scores_gemma":[0.9991848,0.0001670633,0.000339153,0.0002042975,0.00004464,0.00005999543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007548532,0.0001831004,0.0002750389,0.02451665,0.0001124716,0.000296502,0.0001197671,4.969069e-8,0.000008946732,0.003092249,0.0005088711,0.9708109],"study_design_scores_gemma":[0.001730939,0.0003970676,0.00007094663,0.03985918,0.0007601636,0.001174745,0.0001314821,0.000005441263,0.0001013165,0.0002353765,0.9553166,0.0002167272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002777413,0.9931971,0.00008373803,0.0000356521,0.0002914424,0.001883646,0.000009097839,0.00002059871,0.001701306],"genre_scores_gemma":[0.001268548,0.997444,0.0003149151,0.00002370378,0.00003505263,0.0001429769,0.000169866,0.00002143834,0.0005795053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9705942,"threshold_uncertainty_score":0.8462193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968836634844066,"score_gpt":0.3341847553215163,"score_spread":0.3044963889730756,"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."}}