{"id":"W4308053025","doi":"10.1111/trf.17154","title":"The association of venous thromboembolism with blood transfusion in kidney transplant patients","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Medicine; Pulmonary embolism; Hazard ratio; Internal medicine; Kidney transplantation; Thrombosis; Venous thrombosis; Deep vein; Venous thromboembolism; Retrospective cohort study; Transplantation; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0005666001,0.0001700905,0.0004959463,0.0001388224,0.0003843126,0.00001100383,0.0001526784,0.00006226235,0.0001920466],"category_scores_gemma":[0.00001629789,0.0001197205,0.0001174505,0.0004266822,0.00003594385,0.00005798169,0.00002140368,0.0003306663,0.000002701938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695268,"about_ca_system_score_gemma":0.000111478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008188563,"about_ca_topic_score_gemma":0.0006139181,"domain_scores_codex":[0.9979483,0.0001474154,0.0004059114,0.0002845766,0.0008730356,0.0003407088],"domain_scores_gemma":[0.9993593,0.00008865877,0.0001189294,0.0002604932,0.00007278375,0.00009983413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005251828,0.03657199,0.8219519,0.001267793,0.001344358,0.0001961142,0.04315437,0.001012821,0.03858196,0.003818607,0.003248848,0.04359942],"study_design_scores_gemma":[0.01222744,0.004591763,0.9653093,0.0003471798,0.0009864526,0.00001330049,0.0007296099,0.00008575249,0.004833419,0.0001269777,0.01047899,0.0002698029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934615,0.0001314173,0.00004641467,0.00181246,0.0002517108,0.001375843,0.00005960628,0.00003936585,0.002821608],"genre_scores_gemma":[0.9962022,0.00288353,0.00004023414,0.0004117297,0.00002955384,0.0001616662,0.00009711261,0.00003134071,0.0001426026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433574,"threshold_uncertainty_score":0.488206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005778853082165988,"score_gpt":0.2109937897221387,"score_spread":0.2052149366399727,"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."}}