{"id":"W4379375432","doi":"10.1111/vox.13476","title":"Microbiological environmental contamination in the blood supply chain: An international survey by the bacterial subgroup of the <scp>ISBT Transfusion‐Transmitted Infectious Diseases Working Party</scp>","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Contamination; Blood transfusion; Virology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001893342,0.000264751,0.000192887,0.001188647,0.0003412235,0.0006061358,0.0002885324,0.0005556279,0.001181539],"category_scores_gemma":[0.002436795,0.0003216907,0.0003121515,0.002310563,0.0002897081,0.0006933817,0.0008899566,0.000364217,0.0003419727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659131,"about_ca_system_score_gemma":0.0004588742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008376777,"about_ca_topic_score_gemma":0.004961165,"domain_scores_codex":[0.9986381,0.0004906012,0.0002392487,0.0001443193,0.000278796,0.0002089102],"domain_scores_gemma":[0.9968402,0.0003711349,0.001659761,0.0001400775,0.0006446333,0.0003441534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004918594,0.00007147557,0.9917801,0.00007659285,0.00001883094,0.00006033766,0.002768173,0.0000317393,0.0006861409,0.0000142937,0.0003441569,0.004098834],"study_design_scores_gemma":[0.000002488944,0.00017311,0.9937806,0.00003264164,0.000008036615,0.0001106675,0.004674919,0.00007330312,0.0001455365,0.000005564142,0.0009891798,0.000004065025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975002,0.0001908402,0.0002037199,0.0001136705,0.00000502797,0.00006822721,0.000896386,0.000003865736,0.001018158],"genre_scores_gemma":[0.997115,0.0005482965,0.0003954899,0.0002169617,0.000009560254,0.0001003622,0.00111514,0.000004202885,0.0004949346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008376777,"threshold_uncertainty_score":0.01665604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407654340554853,"score_gpt":0.2316645948162915,"score_spread":0.2175880514107429,"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."}}