{"id":"W2151348572","doi":"10.1046/j.1537-2995.2001.41050691.x","title":"Universal WBC reduction:the case for and against","year":2001,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Canadian Blood Services","funders":"","keywords":"Transfusion medicine; Medicine; Blood transfusion; Medical laboratory; Service (business); Family medicine; Gerontology; Pathology; Internal medicine; Business","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":[0.002164361,0.0008653447,0.002494788,0.00138762,0.0004310873,0.001116224,0.001338058,0.002396578,0.002612881],"category_scores_gemma":[0.005763866,0.0003137738,0.0007141706,0.002437512,0.0011952,0.00212547,0.0008098597,0.002723949,0.0009453339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298331,"about_ca_system_score_gemma":0.003419714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006783,"about_ca_topic_score_gemma":0.01055433,"domain_scores_codex":[0.9992792,0.0002046982,0.0001394506,0.0001119792,0.0002152623,0.00004941462],"domain_scores_gemma":[0.9972302,0.00178155,0.000357027,0.00007244293,0.0004671082,0.00009171908],"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":[0.0001605038,0.00004180831,0.0005162398,0.01949561,0.0001641124,0.0005028952,0.00009962638,0.0001405643,0.0002976613,0.003567474,0.05579647,0.919217],"study_design_scores_gemma":[0.0001190871,0.0001365037,0.002796784,0.03537305,0.000777408,0.003445055,0.0003399998,0.00009318798,0.0002828015,0.003907588,0.9526952,0.00003325011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007627349,0.997652,0.00004290593,0.001477513,0.0003071548,0.00000172915,0.000004720659,0.000002358353,0.0004353365],"genre_scores_gemma":[0.00075728,0.997381,0.000163137,0.001197251,0.0002907122,0.000003940893,0.000006972219,0.000001126147,0.000198609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004006783,"threshold_uncertainty_score":0.01144642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305115462489107,"score_gpt":0.3103383349474004,"score_spread":0.2672871803225094,"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."}}