{"id":"W4295447713","doi":"10.7326/aitc202209200","title":"Deep Venous Thrombosis","year":2022,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Venous thrombosis; Pulmonary embolism; Thrombosis; Venous thromboembolism; Major bleeding; Population; Risk factor; Vitamin k; Intensive care medicine; Deep vein; Internal medicine; Surgery; Atrial fibrillation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000713974,0.000537695,0.005233154,0.0006494122,0.00007100199,0.00000751648,0.0005465956,0.0001738137,0.01161997],"category_scores_gemma":[0.0004542217,0.0003765703,0.0009419443,0.000461411,0.0002183701,0.00004436591,0.0003431498,0.0006983936,0.0001061454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009380142,"about_ca_system_score_gemma":0.0001515651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005216441,"about_ca_topic_score_gemma":0.000008477725,"domain_scores_codex":[0.9966136,0.0001453364,0.00136864,0.0005229621,0.0008946836,0.0004548005],"domain_scores_gemma":[0.9975571,0.0003482925,0.0008925487,0.0007921752,0.0001419394,0.0002679504],"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":[0.00002217176,0.0008993865,0.000006604448,0.02160093,0.002344651,0.0002173417,0.0002848833,4.514159e-7,5.366052e-7,0.0005986962,0.07180896,0.9022154],"study_design_scores_gemma":[0.0003785187,0.003449637,0.00006654081,0.033493,0.00357946,0.0001566754,0.0001456301,0.000003599881,0.000003630315,0.00008930875,0.9583862,0.0002478047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001271353,0.9591855,0.00004358268,0.001077223,0.001058457,0.0009593364,0.00001646053,0.00005299756,0.03759372],"genre_scores_gemma":[0.00007573322,0.99432,0.00005745625,0.003394517,0.0008972404,0.0001885343,0.0001356684,0.0001054864,0.0008253145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9019676,"threshold_uncertainty_score":0.9998686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688396401789778,"score_gpt":0.4274368496495096,"score_spread":0.2585972094705318,"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."}}