{"id":"W1984607674","doi":"10.1111/j.1537-2995.2009.02210.x","title":"Research opportunities for pathogen reduction/inactivation of blood components: summary of an NHLBI workshop","year":2009,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Immunology; Blood management; Blood transfusion","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":[0.01924062,0.001673129,0.0008293118,0.001297607,0.001705489,0.004550298,0.002094948,0.006434099,0.0078792],"category_scores_gemma":[0.005881247,0.0005803762,0.001410727,0.0008860045,0.0008311317,0.002603943,0.004443591,0.00836749,0.003524969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00475543,"about_ca_system_score_gemma":0.01004061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141796,"about_ca_topic_score_gemma":0.006450464,"domain_scores_codex":[0.996641,0.0009780386,0.0002457962,0.0003487148,0.001164288,0.0006221163],"domain_scores_gemma":[0.9950182,0.001051223,0.0002425109,0.0001175333,0.001949128,0.001621305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007788117,0.001318851,0.0009141291,0.003805949,0.0000982959,0.0008688024,0.00239765,0.001162182,0.008736006,0.01205074,0.6617729,0.3060957],"study_design_scores_gemma":[0.0001554895,0.0005484183,0.001201799,0.002280154,0.00007131585,0.0002123835,0.001383831,0.0002058425,0.002316969,0.004243057,0.9873297,0.00005103864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01438744,0.3360172,0.0132874,0.4779199,0.1028462,0.002040523,0.001252622,0.0004141314,0.05183467],"genre_scores_gemma":[0.08185339,0.4431509,0.02990381,0.2255917,0.05536577,0.004455857,0.003493814,0.0003637668,0.1558209],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01924062,"threshold_uncertainty_score":0.1017553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555718097778181,"score_gpt":0.3348216640612018,"score_spread":0.1792498542833836,"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."}}