{"id":"W2123823902","doi":"10.1016/j.tmrv.2003.10.002","title":"Improving the bacteriological safety of platelet transfusions","year":2003,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Canadian Blood Services","funders":"","keywords":"Medicine; Intensive care medicine; Platelet transfusion; Platelet; 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":[0.001717411,0.001042008,0.002851844,0.00214722,0.0002627136,0.000954372,0.001132277,0.001400486,0.00240149],"category_scores_gemma":[0.003257947,0.000321085,0.0008939783,0.002383669,0.000449682,0.001025265,0.0004340341,0.001585693,0.0007071155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629248,"about_ca_system_score_gemma":0.001532825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347685,"about_ca_topic_score_gemma":0.004704794,"domain_scores_codex":[0.9991875,0.000207587,0.0001771777,0.00008330063,0.0003108246,0.00003357132],"domain_scores_gemma":[0.9978873,0.001189763,0.0004204805,0.00003375446,0.0004214568,0.00004714206],"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":[0.000273439,0.00007867446,0.0002891332,0.05173553,0.0003715909,0.0001591076,0.00005350591,0.0001690064,0.001273077,0.0007307279,0.01351494,0.9313514],"study_design_scores_gemma":[0.0003346445,0.0009246205,0.006463611,0.04418854,0.003036411,0.002907565,0.0001995011,0.0001922774,0.00298049,0.00163158,0.9370748,0.00006600013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001121676,0.9994462,0.00003890917,0.0001102907,0.00009563831,0.000003743891,0.000005739464,0.000001948814,0.0001853596],"genre_scores_gemma":[0.0006359638,0.9988324,0.0001531993,0.0001617146,0.0000934509,0.000004226243,0.0000112354,6.016153e-7,0.0001072736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002851844,"threshold_uncertainty_score":0.009082615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0951352284622068,"score_gpt":0.3536805016695687,"score_spread":0.2585452732073619,"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."}}