{"id":"W2892405030","doi":"10.1002/ajh.25296","title":"Inverse relationship of serum albumin to the risk of venous thromboembolism among acutely ill hospitalized patients: Analysis from the APEX trial","year":2018,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Portola Pharmaceuticals","keywords":"Medicine; Quartile; Internal medicine; Albumin; Odds ratio; Hypoalbuminemia; Gastroenterology; Venous thromboembolism; Surgery; Confidence interval; Thrombosis","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":[0.000964999,0.0001823453,0.00169669,0.0003418076,0.0001263625,0.00000925048,0.0004271019,0.00007119252,0.0001533053],"category_scores_gemma":[0.001283465,0.0001016375,0.0005144075,0.001174381,0.0009763814,0.0000729217,0.0001130777,0.0002900639,0.00001397273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004476,"about_ca_system_score_gemma":0.00009702116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641596,"about_ca_topic_score_gemma":0.0005183921,"domain_scores_codex":[0.9974634,0.0004521071,0.001126444,0.0001986184,0.0004837316,0.0002757145],"domain_scores_gemma":[0.9954253,0.0009106363,0.002181106,0.0005967949,0.0007439667,0.0001421804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003745746,0.001484604,0.9615713,0.00001542309,0.00787131,0.00002017669,0.01014452,0.00006104945,0.00002103462,0.0006013674,0.008405264,0.006058201],"study_design_scores_gemma":[0.006297781,0.005381676,0.9764677,0.00006969066,0.006551988,0.000009713815,0.003674845,0.0000384619,0.000341099,0.0002579628,0.0008082037,0.0001009251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955058,0.0001131582,0.0006715111,0.002396187,0.0004440313,0.0005891806,0.00004890806,0.000006923489,0.0002243132],"genre_scores_gemma":[0.9970964,0.0001209923,0.001235724,0.001260497,0.0002412445,0.000008664047,0.000007260384,0.00001972953,0.000009513786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489635,"threshold_uncertainty_score":0.4144655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165567473355853,"score_gpt":0.2711215888406412,"score_spread":0.2594659141070826,"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."}}