{"id":"W2146725792","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":"PubMed","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibody; Polyethylene glycol; Chromatography; Detection limit; PEG ratio; Agglutination (biology); Chemistry; Medicine; Immunology; Biochemistry","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":[0.0003491964,0.0001488877,0.0003898961,0.0002903863,0.00009321893,0.000008767806,0.00007637077,0.0002190526,0.00009000335],"category_scores_gemma":[0.0001126847,0.0001355311,0.0000858209,0.0006378613,0.000130766,0.00008181988,0.00002260079,0.0002982527,0.000005651133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137163,"about_ca_system_score_gemma":0.00001894389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007809997,"about_ca_topic_score_gemma":0.00008565159,"domain_scores_codex":[0.9986787,0.00009090402,0.0003479739,0.0002873036,0.0003001001,0.0002949511],"domain_scores_gemma":[0.9991311,0.0001144675,0.0002157236,0.000242204,0.0001911479,0.0001053506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005712074,0.004465953,0.06034803,0.0004009389,0.0004188837,0.0000284749,0.0002881234,0.00001163236,0.3010258,0.0003285242,0.0002685482,0.626703],"study_design_scores_gemma":[0.01177453,0.001182015,0.3325704,0.00003824882,0.0004394031,0.00005042694,0.0002013964,0.001094726,0.6503578,0.00006245271,0.002043199,0.0001853337],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855008,0.0006158654,0.005816929,0.00101504,0.0003221773,0.001457314,0.000008812615,0.0001455825,0.005117449],"genre_scores_gemma":[0.9950278,0.00006108778,0.004269442,0.00002046465,0.00005666638,0.0003393526,0.00003030537,0.00002128045,0.0001735315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6265177,"threshold_uncertainty_score":0.5526798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358366325525194,"score_gpt":0.3031907684708696,"score_spread":0.2673541359183502,"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."}}