{"id":"W2131457766","doi":"10.1111/j.1741-6892.2004.00460.x","title":"Bacterial contamination of platelet concentrates: where are we today?","year":2004,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Citation; Platelet transfusion; Library science; Medicine; Platelet; Computer science; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001419331,0.000365518,0.001737766,0.0001737464,0.00003433386,0.00001949318,0.0001526951,0.0003591654,0.001903606],"category_scores_gemma":[0.00002796108,0.0002872642,0.0004455418,0.0002460216,0.00007444859,0.00004027317,0.00003858983,0.0002646764,0.0001095657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188325,"about_ca_system_score_gemma":0.0002804941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004282397,"about_ca_topic_score_gemma":0.00004018095,"domain_scores_codex":[0.9982786,0.00007446077,0.0007155198,0.0003647397,0.0003169059,0.000249819],"domain_scores_gemma":[0.9988729,0.00005555668,0.00043532,0.0003998271,0.0001069731,0.0001293672],"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":[0.00004702098,0.0002734185,0.00000484293,0.06620629,0.0004948169,0.0001808288,0.0002457093,1.072014e-7,0.000009394603,0.000885591,0.01026185,0.9213901],"study_design_scores_gemma":[0.001996575,0.0002213321,0.00001544934,0.04856239,0.001501807,0.00004060788,0.0001488097,3.135751e-7,0.00006622002,0.00001161842,0.9472132,0.0002216738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003430151,0.9919109,0.00003681487,0.0005142356,0.0008416601,0.001717017,0.0001549511,0.00007462306,0.004715518],"genre_scores_gemma":[0.0001740181,0.9970317,0.0001206077,0.00008796174,0.0003180038,0.00007097409,0.0003572833,0.00005670115,0.001782748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9369513,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03875311564000648,"score_gpt":0.3176071596000175,"score_spread":0.278854043960011,"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."}}