{"id":"W2111403445","doi":"10.1182/blood-2002-03-0958","title":"Transfusion-related acute lung injury: epidemiology and a prospective analysis of etiologic factors","year":2002,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":612,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Medicine; Transfusion-related acute lung injury; Platelet; Prospective cohort study; Immunology; Internal medicine; ARDS; Platelet activation; Gastroenterology; Pulmonary edema; Lung","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":[],"consensus_categories":[],"category_scores_codex":[0.0002404791,0.0001496605,0.000723512,0.0003581459,0.00005371936,0.00000225191,0.00005428425,0.0001451203,0.0009119129],"category_scores_gemma":[0.00008605976,0.0001082394,0.000220666,0.0007705808,0.0001211757,0.00002907071,0.00002304683,0.0001693879,0.000004212443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062429,"about_ca_system_score_gemma":0.000005986797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007465654,"about_ca_topic_score_gemma":0.00002247576,"domain_scores_codex":[0.9988692,0.00009769794,0.0003910518,0.000327838,0.0001029716,0.0002112594],"domain_scores_gemma":[0.9993986,0.000124111,0.00009044843,0.0002234405,0.00004871313,0.000114643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008726983,0.001285902,0.9753833,0.00006379143,0.01194367,0.00002592911,0.001626495,0.000005338771,0.005854405,0.002102802,0.0002360893,0.001384943],"study_design_scores_gemma":[0.003673925,0.0008135922,0.9669976,0.00003170857,0.02423265,0.00001322021,0.0001917126,0.001050521,0.00237967,0.0002380942,0.0002205797,0.0001567823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936103,0.001044722,0.0002134929,0.001011555,0.00004318714,0.0005552877,0.00002754529,0.00006988187,0.003424043],"genre_scores_gemma":[0.9959932,0.002900301,0.000302054,0.0002845017,0.000008954223,0.00002111796,0.00002475149,0.000009736789,0.0004553781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228899,"threshold_uncertainty_score":0.9984807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194616224130689,"score_gpt":0.284096476628267,"score_spread":0.2621503143869601,"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."}}