{"id":"W3133421784","doi":"10.1111/vox.13086","title":"Frequency and timing of all‐cause deaths in visits involving suspected transfusion reactions, and the significance of cardiopulmonary disturbances","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Health Sciences Centre; University Health Network; University of Toronto; SickKids Foundation; Toronto Metropolitan University; Sunnybrook Health Science Centre","funders":"Canadian Blood Services","keywords":"Medicine; Interquartile range; Pediatrics; Emergency medicine; Internal medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009565057,0.0001592538,0.0002059787,0.0008350083,0.000199755,0.0005689629,0.0003280281,0.0003012048,0.002439331],"category_scores_gemma":[0.005650015,0.0001076269,0.0004064522,0.0007137552,0.0002136259,0.0004131276,0.0005166464,0.000537259,0.0001915823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479127,"about_ca_system_score_gemma":0.0003036318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022686,"about_ca_topic_score_gemma":0.002703344,"domain_scores_codex":[0.9989674,0.0002508356,0.0002354287,0.0002369383,0.000180872,0.0001284789],"domain_scores_gemma":[0.994975,0.001107077,0.003162146,0.0001312645,0.0002905202,0.0003340504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001456659,0.00001032285,0.9979055,0.00002146219,0.00002807102,0.00009337958,0.00004959442,0.00005361663,0.00007225407,0.00001796587,0.0001749789,0.001427213],"study_design_scores_gemma":[0.000004185705,0.0000605557,0.9982901,0.00003060078,0.00002009704,0.000819603,0.0002642791,0.0002414074,0.00006968914,0.00002451742,0.0001713963,0.00000352422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969218,0.0009824533,0.0001821538,0.0001028124,0.00001470538,0.00001155678,0.0008868272,0.00001135754,0.0008861576],"genre_scores_gemma":[0.9992818,0.0001638416,0.00007426165,0.00002021435,0.00001131697,0.000004572408,0.000383999,0.000002109148,0.00005787923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002439331,"threshold_uncertainty_score":0.008160353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152629006726226,"score_gpt":0.2658861612194857,"score_spread":0.2443598711522235,"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."}}