{"id":"W4310565731","doi":"10.1111/trf.17200","title":"Assessment of the soluble proteins <scp>HMGB1</scp>, <scp>CD40L</scp> and <scp>CD62P</scp> during various platelet preparation processes and the storage of platelet concentrates: The <scp>BEST</scp> collaborative study","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia; Héma-Québec","funders":"Etablissement Français du Sang; Ministry of Defense; Canadian Blood Services; Australian Government","keywords":"Platelet; Chemistry; Apheresis; Cold storage; Centrifugation; Platelet activation; Blood preservation; Andrology; Medicine; Immunology; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00210729,0.000745432,0.001233035,0.0002620409,0.001819519,0.0001856171,0.0006774034,0.0002196206,0.00002677761],"category_scores_gemma":[0.0006929606,0.0004611722,0.0002282838,0.001849249,0.0007763035,0.0003597027,0.0004202077,0.001109325,0.000002875543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630258,"about_ca_system_score_gemma":0.0007342455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042421,"about_ca_topic_score_gemma":0.0008995256,"domain_scores_codex":[0.9938071,0.001106946,0.001279929,0.001104512,0.001876269,0.0008252395],"domain_scores_gemma":[0.9951587,0.002231186,0.0007568314,0.001036438,0.000569429,0.0002474329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009012472,0.02071352,0.0680628,0.0105265,0.007108468,0.000506351,0.6472179,0.01243267,0.2110253,0.006654978,0.01171933,0.003130923],"study_design_scores_gemma":[0.06916729,0.01264399,0.1667629,0.001553403,0.005221844,0.0004375286,0.4709654,0.006001177,0.2053706,0.0007869537,0.06079134,0.0002975621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781712,0.002526591,0.0005194491,0.0004561534,0.0004197724,0.01334397,0.0001381177,0.0001433248,0.004281389],"genre_scores_gemma":[0.9914972,0.003449007,0.0001565066,0.0003217429,0.0001010586,0.001524109,0.00005053422,0.0001030514,0.002796769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762525,"threshold_uncertainty_score":0.999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043596486231577,"score_gpt":0.2573398894386983,"score_spread":0.2469039245763826,"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."}}