{"id":"W7096692485","doi":"","title":"Conventional Tube Agglutination with Polyethylene Glycol versus Red Cell Affinity Column Technology (ReACT®): A Comparison of Antibody Detection Methods","year":2002,"lang":"en","type":"article","venue":"","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyethylene glycol; Antibody; Agglutination (biology); Detection limit; PEG ratio; Latex fixation test; Standard curve","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":[0.0002150052,0.0001517013,0.0003963465,0.0002809714,0.00009970386,0.000007045941,0.00006643507,0.0002379068,0.0006334765],"category_scores_gemma":[0.00005516688,0.0001293289,0.00008592395,0.0006264398,0.0001285706,0.00007640721,0.00002131274,0.0002895613,0.00001315192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055865,"about_ca_system_score_gemma":0.0000285834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155454,"about_ca_topic_score_gemma":0.000178661,"domain_scores_codex":[0.99879,0.00008223822,0.0003601487,0.0002787741,0.0002849506,0.0002039348],"domain_scores_gemma":[0.9991534,0.0001206589,0.0001759948,0.0002432789,0.0002306387,0.00007599134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002001047,0.002046836,0.01703326,0.0001414394,0.0001395068,0.000009174072,0.0001261899,0.000006279697,0.9374328,0.0004172054,0.0001282186,0.04051806],"study_design_scores_gemma":[0.01043795,0.003836452,0.02103709,0.00006656716,0.000336298,0.00005263578,0.0003896991,0.004546204,0.9578661,0.00005891481,0.001214489,0.0001576203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523116,0.0002978221,0.03335123,0.0008863123,0.0002166519,0.0006332392,0.000005052941,0.0001658319,0.01213231],"genre_scores_gemma":[0.9756755,0.00005388317,0.02380472,0.00002275415,0.00003742623,0.00002154666,0.00002972666,0.00001854168,0.0003359317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04036044,"threshold_uncertainty_score":0.6936123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166830809444432,"score_gpt":0.3467043929463463,"score_spread":0.3150360848519019,"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."}}