{"id":"W2416151589","doi":"10.1111/trf.13411","title":"Can we “terminate” alloimmune platelet transfusion refractoriness?","year":2016,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood groups and transfusion","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunology; Medicine; Leukoreduction; Antigen; Human leukocyte antigen; Antibody; Isoantibodies; Neonatal alloimmune thrombocytopenia; Platelet transfusion; Immune system; Platelet; Biology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0003559078,0.001295034,0.001808349,0.0006421912,0.0003715803,0.00006530767,0.0005035815,0.003032679,0.002875325],"category_scores_gemma":[0.00001528316,0.0009273145,0.0009635091,0.0004814791,0.0002181284,0.0002152852,0.00005053679,0.003915494,0.0002864887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456355,"about_ca_system_score_gemma":0.0002857289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009176109,"about_ca_topic_score_gemma":0.0002024911,"domain_scores_codex":[0.9942046,0.0001855263,0.001169998,0.001603004,0.001472956,0.001363923],"domain_scores_gemma":[0.9975097,0.000197007,0.00021789,0.001478913,0.0002608837,0.0003356661],"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":[0.0018638,0.0004834749,0.0003426344,0.003743564,0.0005195817,0.009757615,0.001631078,2.774829e-7,0.1367027,0.00004371422,0.2671574,0.5777542],"study_design_scores_gemma":[0.007073195,0.0009598421,0.0005569939,0.003858592,0.000838342,0.0009158073,0.00003280217,0.000006253145,0.01361676,0.0002242324,0.9708185,0.001098643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07034089,0.001868469,0.0005954629,0.9154248,0.003617175,0.002502451,0.0003872502,0.0006403416,0.004623147],"genre_scores_gemma":[0.09732642,0.2123018,0.0004966936,0.5774156,0.02674298,0.0005200732,0.005153983,0.00158692,0.07845546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7036611,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545460304872844,"score_gpt":0.2455958942867518,"score_spread":0.2301412912380233,"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."}}