{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426524,0.00009477,0.0003158071,0.00007984374,0.00004258108,0.000006761308,0.00003964064,0.00004603395,0.0000355967],"category_scores_gemma":[0.0001087139,0.00006942891,0.00005412373,0.0002536399,0.0001150567,0.00005000737,0.0000253493,0.0001190438,2.218509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126131,"about_ca_system_score_gemma":0.00003437913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083274,"about_ca_topic_score_gemma":0.0005609233,"domain_scores_codex":[0.9991145,0.00009170466,0.0003045893,0.0002091159,0.0001720879,0.0001080725],"domain_scores_gemma":[0.9994587,0.000168327,0.00006317175,0.0001985172,0.00006790095,0.00004343964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001032828,0.000782264,0.295061,0.002828321,0.0008972565,0.0007507338,0.01579386,0.00000975286,0.6291317,0.01671541,0.0004846125,0.03651229],"study_design_scores_gemma":[0.00791769,0.0002182629,0.9246119,0.001280024,0.000934772,0.0001352503,0.009438752,0.000301667,0.05146502,0.001046623,0.002386021,0.0002640754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788507,0.01530921,0.00006731986,0.001711824,0.00007206562,0.000450598,0.000008592465,0.00001789585,0.003511794],"genre_scores_gemma":[0.9889961,0.01014041,0.0005633319,0.0001116337,0.00002474637,0.00001951013,0.000007870218,0.000009490615,0.0001268523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6295508,"threshold_uncertainty_score":0.2831229,"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."}}