{"id":"W3091866142","doi":"10.1111/trf.16125","title":"Risk analysis of transfusion of cryoprecipitate without consideration of <scp>ABO</scp> group","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"Health Canada; Canadian Blood Services; Burroughs Wellcome Fund","keywords":"Cryoprecipitate; Titer; Medicine; ABO blood group system; Transfusion medicine; Antibody; Blood transfusion; Immunology; Internal medicine; Fibrinogen","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002723635,0.000532794,0.0005513361,0.0009680276,0.0003064809,0.0007883579,0.0008363676,0.001002727,0.004393214],"category_scores_gemma":[0.00821496,0.0002605824,0.001434239,0.0005238044,0.0002561515,0.0004182461,0.000587228,0.000943376,0.000362907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646265,"about_ca_system_score_gemma":0.0007588996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704632,"about_ca_topic_score_gemma":0.0007643215,"domain_scores_codex":[0.9988166,0.0005299114,0.00009602006,0.0002132705,0.000191152,0.0001531119],"domain_scores_gemma":[0.9920919,0.004494723,0.001814177,0.000406061,0.0003221571,0.0008709667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00759003,0.0001856048,0.9790443,0.0000666191,0.0007311268,0.0006613453,0.00006779215,0.002242697,0.0005132094,0.0004322071,0.0008778656,0.007587193],"study_design_scores_gemma":[0.0003335353,0.00490392,0.8801789,0.0001117978,0.002033233,0.004791262,0.0003798536,0.1025374,0.00124347,0.002238294,0.001173902,0.00007432751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959587,0.0004344592,0.002154285,0.0002096268,0.00002669423,0.00004033919,0.0003052045,0.00002677775,0.000843971],"genre_scores_gemma":[0.9983205,0.0001096954,0.0008353463,0.00004185108,0.00004239945,0.00002506379,0.0003236242,0.00000833256,0.0002930932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004393214,"threshold_uncertainty_score":0.01469678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452427246215423,"score_gpt":0.2718462709196012,"score_spread":0.247321998457447,"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."}}