{"id":"W2916878270","doi":"10.1155/2005/857914","title":"Transfusion and Risk of Infection in Canada: Update 2005","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood transfusion; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002783837,0.00008308116,0.0002009669,0.0003239622,0.00008061213,0.00002187343,0.00004670405,0.0000722417,0.0007205848],"category_scores_gemma":[0.0002693548,0.00006932991,0.00003653382,0.0001319259,0.0001012807,0.000289934,0.000008968439,0.0002096235,0.000001914082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007469598,"about_ca_system_score_gemma":0.001176541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.921303,"about_ca_topic_score_gemma":0.9978937,"domain_scores_codex":[0.9993141,0.00003434049,0.0003260907,0.00009437447,0.00006198041,0.0001691241],"domain_scores_gemma":[0.9994324,0.00006666138,0.0002183659,0.00003848586,0.0000950351,0.0001490102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002606127,0.00003526777,0.9504532,0.00004024445,0.00004189035,0.00003059243,0.00001724665,0.00002828527,0.0000599136,0.0005257565,0.001062039,0.04767946],"study_design_scores_gemma":[0.002034696,0.00003398392,0.7791584,0.00009060731,0.0001835538,0.0002751852,0.00006123107,0.0001854388,0.0000215565,0.0003001055,0.2175235,0.0001317582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944561,0.002019894,0.00005078873,0.002783017,0.0003153603,0.00005964977,0.00001827279,0.000003085112,0.0002938998],"genre_scores_gemma":[0.9926822,0.005420513,0.000007501216,0.001651376,0.0002229356,8.945625e-7,0.000005422687,0.000005311783,0.000003812403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164614,"threshold_uncertainty_score":0.7889898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003831729173463643,"score_gpt":0.1905433359992011,"score_spread":0.1867116068257374,"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."}}