{"id":"W2087364953","doi":"10.1002/jca.21205","title":"Evaluation of the performance of Trima Accel® v5.2 for the collection of concentrated high‐dose platelet products and concurrent plasma from high platelet count donors, in germany","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood product; Single Center; Platelet; Apheresis; Platelet transfusion; Nuclear medicine; Platelet concentrate; Animal science; Surgery; Internal medicine","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":[0.004279024,0.000114975,0.0006505387,0.00006526815,0.00004211919,0.000005663243,0.0001381978,0.0001129482,0.0001193411],"category_scores_gemma":[0.0007596805,0.00006210478,0.0001505909,0.0002764085,0.0001668536,0.0001168619,0.00002988326,0.0002829107,4.083506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004436495,"about_ca_system_score_gemma":0.0003052124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539049,"about_ca_topic_score_gemma":0.00006804516,"domain_scores_codex":[0.9971256,0.0003062267,0.001544812,0.0001220704,0.0007509032,0.0001503552],"domain_scores_gemma":[0.9967796,0.0009345773,0.001217595,0.000191212,0.0008018527,0.0000751452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0336054,0.00912553,0.3981206,0.001718148,0.004903226,0.000006446223,0.002950309,0.001415695,0.03012539,0.0006846609,0.01637796,0.5009667],"study_design_scores_gemma":[0.01867648,0.001053481,0.9122653,0.0004426526,0.001381967,0.000008360621,0.0002157609,0.003937395,0.05969742,0.00004916871,0.002196983,0.00007500491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995109,0.0010971,0.00002100417,0.001571704,0.001027992,0.001108359,0.00002777908,0.000002501301,0.00003453601],"genre_scores_gemma":[0.99664,0.002788482,0.0002087765,0.00008975962,0.0002168184,0.00001191347,0.000003796399,0.000009486216,0.00003091241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5141447,"threshold_uncertainty_score":0.253256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07994093610543748,"score_gpt":0.3604484768073304,"score_spread":0.2805075407018929,"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."}}