{"id":"W1984993435","doi":"10.1053/j.seminhematol.2011.09.001","title":"Introduction: Practical Issues in Hemostasis and Thrombosis","year":2011,"lang":"en","type":"article","venue":"Seminars in Hematology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coagulopathy; Hemostasis; Medicine; Fulminant hepatic failure; Pancytopenia; Liver transplantation; Liver disease; Hemolysis; Immunology; Internal medicine; Gastroenterology; Transplantation; Bone marrow","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":[0.0001018984,0.0001015136,0.0003281962,0.0001197637,0.00001643837,0.000003421494,0.00002387717,0.00009285357,0.0006245648],"category_scores_gemma":[0.0001322335,0.00008721348,0.0000269634,0.0001344481,0.0001083914,0.00006876954,0.00003885641,0.0001124385,0.00003882476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004621611,"about_ca_system_score_gemma":0.0000273441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001342439,"about_ca_topic_score_gemma":0.0000537528,"domain_scores_codex":[0.99922,0.00005005715,0.0001951836,0.0002770719,0.000072926,0.0001847718],"domain_scores_gemma":[0.9995945,0.00008874612,0.00003328704,0.0001881948,0.00001912984,0.0000761185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589694,0.001144434,0.9754327,0.00007962871,0.00004771154,0.00082572,0.001555394,4.041993e-8,0.00001953559,0.01058871,0.008284632,0.001862518],"study_design_scores_gemma":[0.002645817,0.0008531929,0.9627031,0.0003879602,0.000235342,0.002115373,0.002490363,0.00002906677,0.0168276,0.004432325,0.007035126,0.0002447459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761012,0.003647371,0.000001747042,0.01771292,0.0001161934,0.0002454003,0.000001951608,0.00001986399,0.002153391],"genre_scores_gemma":[0.9924308,0.002826261,0.004257296,0.000255926,0.00007202233,0.00007321826,0.000008762993,0.00001002827,0.00006566341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01745699,"threshold_uncertainty_score":0.6838547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531681965846391,"score_gpt":0.34237113832059,"score_spread":0.2970543186621261,"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."}}