{"id":"W2913086666","doi":"10.1111/trf.15192","title":"CD4+ T‐cell lymphopenia in frequent platelet donors who have ceased platelet donation for at least 1 year","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Plateletpheresis; Apheresis; Platelet; Immunology; Donation; Internal medicine; Malignancy; Immune system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002779843,0.0002467141,0.0004131483,0.00025951,0.00008004565,0.00002009508,0.0001185222,0.0001867908,0.001574701],"category_scores_gemma":[0.000006534373,0.000223333,0.0001774833,0.0001816689,0.00002806881,0.0001107791,0.00002461695,0.0001635666,0.0003136571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228927,"about_ca_system_score_gemma":0.00005876076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005329906,"about_ca_topic_score_gemma":0.001228621,"domain_scores_codex":[0.9982995,0.00003871161,0.0004041331,0.0005045985,0.0003778742,0.0003752025],"domain_scores_gemma":[0.9993383,0.00005273706,0.00005651576,0.0003373278,0.00006103559,0.0001540998],"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":[0.02236148,0.004171541,0.1097845,0.004334703,0.0003509747,0.0003601608,0.009718991,0.0009896973,0.727534,0.003214475,0.01967089,0.09750861],"study_design_scores_gemma":[0.1088822,0.002508383,0.1018374,0.001147262,0.000370238,0.00007172483,0.001622177,0.007655329,0.426613,0.0003068839,0.3475708,0.001414529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769768,0.0001018493,0.0007494972,0.001767891,0.0002854336,0.003232359,0.00004035691,0.0000806976,0.01676512],"genre_scores_gemma":[0.9884325,0.0008741028,0.0005690628,0.0009344619,0.00006914286,0.0001081631,0.0002609563,0.00005798335,0.008693671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278999,"threshold_uncertainty_score":0.999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144840300081159,"score_gpt":0.234514605904762,"score_spread":0.2230662029039504,"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."}}