{"id":"W2086495275","doi":"10.1111/j.1537-2995.2006.00894.x","title":"Characterization of blood components prepared from whole‐blood donations after a 24‐hour hold with the platelet‐rich plasma method","year":2006,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Héma-Québec; Cegep de Sainte Foy","funders":"Microsoft; Abbott Laboratories","keywords":"Leukoreduction; Whole blood; Platelet; Hemolysis; Chemistry; Blood product; Von Willebrand factor; Apheresis; Fibrinogen; Andrology; ABO blood group system; Hematocrit; Medicine; Biochemistry; Immunology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.000183874,0.0002338615,0.0003518952,0.0001498782,0.0001271534,0.00002486164,0.0001291922,0.0001158029,0.0002700258],"category_scores_gemma":[0.000003452765,0.0001546961,0.0001116799,0.0003747318,0.0000579196,0.0001141227,0.00002140426,0.0002079311,0.00001300366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001149791,"about_ca_system_score_gemma":0.00003309886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007492937,"about_ca_topic_score_gemma":0.0006777782,"domain_scores_codex":[0.9983615,0.0001075726,0.0003914495,0.0003804241,0.0005330847,0.0002259162],"domain_scores_gemma":[0.9992401,0.00006590982,0.0001082988,0.0003966127,0.0001143181,0.0000747798],"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":[0.0009925788,0.001552365,0.003617202,0.00009089549,0.0003458349,0.00004339018,0.001307677,0.00003847906,0.9903315,0.00009119144,0.00009237123,0.001496529],"study_design_scores_gemma":[0.01308435,0.0005717701,0.4893893,0.0003388706,0.002511557,0.00005270418,0.0001725456,0.0004383994,0.4835445,0.000040741,0.009554634,0.0003006342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985252,0.00005543262,0.008757255,0.003249945,0.0001357724,0.00136193,0.0001540104,0.0001086241,0.0009249832],"genre_scores_gemma":[0.9950638,0.0001377386,0.002368978,0.0003357971,0.00009963832,0.0001425256,0.0006111983,0.00004080185,0.001199534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.506787,"threshold_uncertainty_score":0.6308324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090460970062325,"score_gpt":0.2248053893521939,"score_spread":0.2139007796515707,"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."}}