{"id":"W4223588067","doi":"10.1111/vox.13283","title":"Current status of rapid bacterial detection methods for platelet components: A 20‐year review by the <scp>ISBT</scp> Transfusion‐Transmitted Infectious Diseases Working Party Subgroup on Bacteria","year":2022,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Platelet transfusion; Residual risk; Microbiological culture; Platelet; Immunology; Bacteria; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005867046,0.001605354,0.003053427,0.006765928,0.0005441629,0.002632581,0.002198256,0.003100926,0.003721648],"category_scores_gemma":[0.008597605,0.0009050136,0.002565408,0.005356996,0.0009828612,0.004100817,0.001458118,0.002540302,0.00221648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156166,"about_ca_system_score_gemma":0.005276929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210232,"about_ca_topic_score_gemma":0.002134083,"domain_scores_codex":[0.9973648,0.0005501185,0.0007854031,0.0002934452,0.0008412973,0.0001649107],"domain_scores_gemma":[0.9872595,0.00668115,0.002047543,0.0002121464,0.003494742,0.0003049456],"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":[0.0002087102,0.00008054126,0.0005482252,0.09462945,0.000311442,0.0001612841,0.0001643183,0.0001593669,0.001711475,0.0009894148,0.03746646,0.8635693],"study_design_scores_gemma":[0.00005993428,0.0003719511,0.002554986,0.05648497,0.001646063,0.001600548,0.0002550081,0.0001866811,0.001853148,0.001096653,0.9337881,0.0001019054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006734782,0.9987405,0.00009806108,0.0005124146,0.0003486661,0.0000097168,0.00002314503,0.000006337747,0.0001938483],"genre_scores_gemma":[0.0003835083,0.9983276,0.000265005,0.0005340655,0.0002576156,0.00001777686,0.00006005027,0.000003616804,0.0001508679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006765928,"threshold_uncertainty_score":0.03102827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880011140756172,"score_gpt":0.3576381877144507,"score_spread":0.298838076306889,"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."}}