{"id":"W1993546125","doi":"10.1016/j.tmrv.2004.10.001","title":"Proceedings of a Consensus Conference: Towards an Understanding of TRALI","year":2005,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Transfusion-related acute lung injury; Medicine; Intensive care medicine; Consensus conference; Transfusion medicine; Epidemiology; Blood transfusion; MEDLINE; Lung; Immunology; Political science; Pathology; Pulmonary edema; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001156015,0.0002405215,0.001225328,0.0002625813,0.00004520196,0.000003332751,0.0001340746,0.000102935,0.002000614],"category_scores_gemma":[0.00006454004,0.000161368,0.0001940494,0.0004507258,0.000319953,0.00006964035,0.00001086044,0.00020914,0.00000699737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004996487,"about_ca_system_score_gemma":0.00007139619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002372694,"about_ca_topic_score_gemma":0.0001119898,"domain_scores_codex":[0.9977371,0.00004214213,0.001145819,0.000318153,0.0005266368,0.0002301244],"domain_scores_gemma":[0.9990478,0.00002639226,0.0002364541,0.0002299753,0.0002049751,0.0002543866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00114223,0.001714326,0.002747603,0.01137794,0.0002438863,0.00001507505,0.01459672,0.000001586878,0.4176823,0.07696249,0.01612805,0.4573878],"study_design_scores_gemma":[0.04930723,0.01460401,0.01806201,0.03300935,0.007946958,0.0005953611,0.03465721,0.001271456,0.1134254,0.002791057,0.7227198,0.001610118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288531,0.01115104,0.005111081,0.02898509,0.0002633681,0.004949012,0.00001212657,0.0001443335,0.1205309],"genre_scores_gemma":[0.8336873,0.1599143,0.004347605,0.000948941,0.0001970016,0.00003559285,0.00001384671,0.00003114094,0.0008242428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7065918,"threshold_uncertainty_score":0.9989117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565788402775473,"score_gpt":0.359857459966049,"score_spread":0.2032786196885017,"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."}}