{"id":"W1593060210","doi":"10.1111/trf.12994","title":"The transfusion‐related acute lung injury controversy: lessons from heparin‐induced thrombocytopenia","year":2015,"lang":"en","type":"review","venue":"Transfusion","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Medicine; Pathogenesis; Immunology; Transfusion-related acute lung injury; Causation; Intensive care medicine; Thrombosis; Heparin-induced thrombocytopenia; Immune system; Platelet; Lung; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001252584,0.001783099,0.006919193,0.0003780131,0.001133097,0.0002608843,0.001232309,0.002210228,0.000998377],"category_scores_gemma":[0.0001126819,0.001163594,0.002270123,0.00130818,0.0003379634,0.0003479094,0.0002292437,0.003201445,0.0009781766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049595,"about_ca_system_score_gemma":0.002506003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257729,"about_ca_topic_score_gemma":0.0006610109,"domain_scores_codex":[0.9920292,0.0009027027,0.002345455,0.001902636,0.00138982,0.001430138],"domain_scores_gemma":[0.9947865,0.00079867,0.0005959152,0.002399425,0.000370063,0.001049424],"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":[0.0005628407,0.0004661615,0.0000303579,0.001932108,0.005082491,0.0002307277,0.0009180711,1.726484e-7,0.003747335,0.0008930812,0.003526472,0.9826102],"study_design_scores_gemma":[0.004799642,0.0007099189,0.0002627808,0.01012268,0.02187472,0.0002394471,0.0001225633,0.00004962499,0.0003848509,0.0003357605,0.9596609,0.001437147],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01211925,0.9633211,0.00006239193,0.002181523,0.002983822,0.007480167,0.0008005,0.0006145567,0.01043671],"genre_scores_gemma":[0.005414493,0.9902956,0.00009206311,0.0001946496,0.0005232228,0.0004123893,0.001280954,0.0004055393,0.001381065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.981173,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06672294636574073,"score_gpt":0.3802304155987407,"score_spread":0.313507469233,"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."}}