{"id":"W2791608704","doi":"10.1097/ccm.0000000000002989","title":"Targeting Transfusion-Related Acute Lung Injury: The Journey From Basic Science to Novel Therapies","year":2018,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Canadian Blood Services; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Health Canada; Vetenskapsrådet; Canadian Blood Services","keywords":"Transfusion-related acute lung injury; Medicine; Pathogenesis; Diffuse alveolar damage; Intensive care medicine; Blood transfusion; Lung; Immunology; Acute respiratory distress; Internal medicine; Pulmonary edema","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00124488,0.0006545224,0.002096922,0.0004945328,0.0006382202,0.00007267793,0.0008307651,0.0003102282,0.003009311],"category_scores_gemma":[0.001305598,0.0003395432,0.0004032062,0.001654938,0.002098924,0.00009354018,0.0002055153,0.001171842,0.0002633904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291432,"about_ca_system_score_gemma":0.000548583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268302,"about_ca_topic_score_gemma":0.000007205993,"domain_scores_codex":[0.9955095,0.0001474639,0.001083641,0.001040968,0.001448518,0.000769882],"domain_scores_gemma":[0.9968458,0.0006078839,0.00009585269,0.0009528249,0.0007316947,0.0007659625],"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":[0.0001491344,0.0003397806,0.00001031451,0.0157073,0.001096149,0.0002420662,0.01202091,1.105957e-7,0.0007369258,0.004262375,0.03923251,0.9262024],"study_design_scores_gemma":[0.001238455,0.0007475683,0.0000204422,0.02656795,0.009056517,0.000059543,0.002830913,0.00001803217,0.00001760989,0.00005278488,0.9590088,0.0003813697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008996206,0.9693767,0.002076807,0.01992506,0.002581391,0.002401108,0.0001218417,0.0001575948,0.003269539],"genre_scores_gemma":[0.002227558,0.9891962,0.0006514098,0.005526818,0.00163366,0.0001586192,0.0001719147,0.0001067657,0.0003270813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9258211,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420172557607633,"score_gpt":0.3821279580671474,"score_spread":0.3379262324910711,"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."}}