{"id":"W2213827452","doi":"10.1155/2006/298303","title":"Transfusion and Risk of Infection in Canada: Update 2006","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460604,0.000992931,0.0009634413,0.006840521,0.001240494,0.001921087,0.001532955,0.001520165,0.003500635],"category_scores_gemma":[0.003832323,0.0005012536,0.0008681163,0.01105972,0.0006206654,0.0009675246,0.0005973789,0.00209158,0.0008688822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02535648,"about_ca_system_score_gemma":0.03967187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638474,"about_ca_topic_score_gemma":0.9719915,"domain_scores_codex":[0.9977081,0.00009102411,0.0002820633,0.0001159306,0.00162153,0.0001812908],"domain_scores_gemma":[0.9887781,0.0003641938,0.0009754355,0.00006992007,0.008546777,0.001265659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002778181,0.0001545192,0.08002777,0.003055225,0.0002083573,0.0003699826,0.0003794116,0.0008919834,0.0002002028,0.0005794468,0.6393584,0.2744968],"study_design_scores_gemma":[0.0001001077,0.0001158039,0.4086447,0.004534085,0.0006164253,0.001149369,0.0007019721,0.001038724,0.0003897627,0.0002763367,0.5822969,0.0001357889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03502588,0.7156419,0.00266611,0.05079743,0.006913524,0.0006869817,0.124055,0.0009923439,0.06322077],"genre_scores_gemma":[0.1921209,0.6908207,0.009248187,0.0136891,0.003800175,0.000438842,0.06106784,0.0001394804,0.02867478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0361526,"threshold_uncertainty_score":0.183975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002277990935062305,"score_gpt":0.1834359100720812,"score_spread":0.1811579191370188,"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."}}