{"id":"W3135741943","doi":"10.1111/trf.16333","title":"Frequency of rare, serious donor reactions: International perspective","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Blood Services","keywords":"Medicine; Donation; Blood donor; Population; Pediatrics; Demography; Environmental health; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004372638,0.0003628977,0.0005932146,0.003399335,0.0002782996,0.002210099,0.0005757808,0.0005876435,0.005438633],"category_scores_gemma":[0.01372483,0.0001725209,0.0007419551,0.004938259,0.000657868,0.001873252,0.0008519255,0.001552769,0.0007562083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006521673,"about_ca_system_score_gemma":0.0006119509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208723,"about_ca_topic_score_gemma":0.00119705,"domain_scores_codex":[0.9960472,0.001258246,0.0007187533,0.0008584697,0.0008066015,0.0003107167],"domain_scores_gemma":[0.9721141,0.006461428,0.01477844,0.000956565,0.004308282,0.001381118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004595208,0.00009483064,0.8332812,0.002219187,0.0007939996,0.0005435209,0.000886144,0.0008387076,0.0005332929,0.005359613,0.02142296,0.133567],"study_design_scores_gemma":[0.00002944414,0.0003585288,0.8827682,0.004062509,0.000635947,0.01066698,0.003142669,0.0008727153,0.001016274,0.004164169,0.09217788,0.0001046555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4831057,0.3806143,0.01023655,0.03638774,0.002594655,0.0001187279,0.0203122,0.0002566639,0.06637342],"genre_scores_gemma":[0.9173573,0.07103184,0.002551077,0.002423029,0.001537706,0.00003565468,0.004193062,0.00009047814,0.0007798041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005438633,"threshold_uncertainty_score":0.02312499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679251296511286,"score_gpt":0.2566627688693182,"score_spread":0.2398702559042054,"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."}}