{"id":"W1976878431","doi":"10.1053/tmrv.2001.22614","title":"Clinical and molecular basis of transfusion-induced immunomodulation: summary of the proceedings of a state-of-the-art conference*","year":2001,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; McMaster University","funders":"","keywords":"Medicine; State (computer science); Intensive care medicine; 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"],"consensus_categories":[],"category_scores_codex":[0.002731593,0.0006275573,0.005968666,0.0003081942,0.00006440867,0.000003343318,0.000595948,0.000354966,0.0003786895],"category_scores_gemma":[0.0002483559,0.0003097788,0.001872313,0.001603279,0.0008608312,0.00005645851,0.00009776677,0.0008116741,0.00000188016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305995,"about_ca_system_score_gemma":0.0003387008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115843,"about_ca_topic_score_gemma":0.00006204878,"domain_scores_codex":[0.9929158,0.0004409531,0.004711938,0.000619069,0.001042314,0.0002699219],"domain_scores_gemma":[0.9964426,0.0002083809,0.001740544,0.0009130152,0.0005176426,0.0001778646],"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":[0.0001258325,0.0003924566,0.0005531262,0.08000983,0.0003566251,0.00000272726,0.0004143059,5.007552e-8,0.002480726,0.0002548185,0.0006466801,0.9147628],"study_design_scores_gemma":[0.003112085,0.001129514,0.001020518,0.1655523,0.009420394,0.00007581278,0.00009021736,0.000005827384,0.0007457675,0.00007248489,0.8184975,0.0002775752],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009910486,0.9768445,0.0002507055,0.001164805,0.0004104016,0.008250806,0.00002831088,0.00001537402,0.003124621],"genre_scores_gemma":[0.0006678077,0.9982184,0.0002607434,0.0001664611,0.00006270336,0.0001031937,0.00001982018,0.0000576848,0.0004432138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9144852,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08810824278137214,"score_gpt":0.3656792374594607,"score_spread":0.2775709946780885,"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."}}