{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007192183,0.0002197266,0.000282709,0.0005577892,0.0006142354,0.0004715408,0.0002117418,0.0004312287,0.001698362],"category_scores_gemma":[0.001927874,0.0001517031,0.000205662,0.0004502587,0.0002603875,0.0003177344,0.0002900353,0.0004317854,0.0001984643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866398,"about_ca_system_score_gemma":0.0002561991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550281,"about_ca_topic_score_gemma":0.001666501,"domain_scores_codex":[0.9996262,0.0001105949,0.00004008639,0.00007709806,0.00005631821,0.0000897768],"domain_scores_gemma":[0.9987952,0.0003228793,0.0004546684,0.00004280718,0.0001058252,0.0002785701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003230325,0.0001068651,0.9935362,0.00002524433,0.00001755616,0.0009602477,0.0002958873,0.00002191482,0.0006697337,0.00001536079,0.0001598091,0.003868252],"study_design_scores_gemma":[0.00003395594,0.001208926,0.9887272,0.00004043898,0.0000517862,0.007662616,0.0008478709,0.0001700271,0.0003940913,0.00004617633,0.0008067735,0.00001007831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994164,0.0002541385,0.00002828742,0.00002269848,0.000006556435,0.000007009739,0.00003311739,0.000001728317,0.0002301407],"genre_scores_gemma":[0.9997146,0.00005941889,0.00003096964,0.0000430343,0.00001082062,0.000006445872,0.00004166579,6.590345e-7,0.00009248545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698362,"threshold_uncertainty_score":0.005681634,"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."}}