{"id":"W4212783893","doi":"10.1111/vox.13247","title":"The international experience of bacterial screen testing of platelet components with automated microbial detection systems: An update","year":2022,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Platelet transfusion; Medicine; Transfusion medicine; Intensive care medicine; Good manufacturing practice; Business; Blood transfusion; Platelet; Supply chain; Immunology; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003970225,0.0009280258,0.001602447,0.005813006,0.000279794,0.001549549,0.001128082,0.00159988,0.002420912],"category_scores_gemma":[0.009061311,0.0005074817,0.001253584,0.005154532,0.0006508987,0.002711182,0.0009366964,0.00183549,0.0008178522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071403,"about_ca_system_score_gemma":0.003208671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087774,"about_ca_topic_score_gemma":0.003080401,"domain_scores_codex":[0.9979,0.0005255462,0.0006450416,0.0002546055,0.0005854307,0.00008943905],"domain_scores_gemma":[0.9900181,0.00629562,0.001020487,0.0001758171,0.002273508,0.0002165045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001349943,0.00007104351,0.000797839,0.07293779,0.0002956298,0.0003863099,0.0003691111,0.0002466666,0.001210119,0.001470793,0.01834525,0.9037345],"study_design_scores_gemma":[0.00003867791,0.0003688338,0.00372878,0.05847352,0.001424465,0.005956028,0.0004919645,0.0001251756,0.001365981,0.0008329723,0.927123,0.0000705731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001702766,0.9987675,0.0000708826,0.0002881979,0.0001574227,0.000004305847,0.00001817741,0.000003153898,0.0005200912],"genre_scores_gemma":[0.00126988,0.9977769,0.0002265466,0.0003952722,0.000155191,0.000006952818,0.00003834838,0.000002774908,0.000128096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005813006,"threshold_uncertainty_score":0.02099681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06251125028682869,"score_gpt":0.3134541830104533,"score_spread":0.2509429327236246,"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."}}