{"id":"W4244906085","doi":"10.1111/j.1778-428x.2002.tb00245.x","title":"Transfusion‐Associated Septic Reactions","year":2002,"lang":"en","type":"article","venue":"Transfusion Alternatives in Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Canadian Blood Services","funders":"","keywords":"Transfusion medicine; Medicine; Citation; Blood transfusion; Library science; Surgery; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084808,0.000847723,0.001431163,0.001562651,0.0004091797,0.0000299363,0.0004539699,0.0004149332,0.02533265],"category_scores_gemma":[0.0002032295,0.000702963,0.0004960884,0.002221468,0.0005948205,0.0003552074,0.00003306757,0.001452778,0.0002386801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281795,"about_ca_system_score_gemma":0.00005036639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041171,"about_ca_topic_score_gemma":0.002179642,"domain_scores_codex":[0.9936444,0.000401914,0.001806509,0.001372713,0.001735819,0.001038634],"domain_scores_gemma":[0.9976085,0.0003500028,0.0001808772,0.0008838339,0.0002483746,0.0007284005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004205904,0.02017777,0.04872031,0.002336266,0.001567358,0.003835785,0.04883039,0.0004744083,0.5220251,0.01151617,0.01183353,0.324477],"study_design_scores_gemma":[0.2221676,0.01675596,0.3870014,0.02111078,0.005053549,0.002098092,0.01661483,0.04523262,0.03340418,0.004563034,0.2391724,0.006825624],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654014,0.001981856,0.0106743,0.03801966,0.00161654,0.004382651,0.0000375219,0.000917582,0.1769685],"genre_scores_gemma":[0.8898135,0.09477798,0.0005619981,0.002794976,0.0003240478,0.0002176492,0.00008343165,0.0001500936,0.01127632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886209,"threshold_uncertainty_score":0.9995422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981005961776794,"score_gpt":0.3001089823056564,"score_spread":0.2602989226878885,"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."}}