{"id":"W4402756059","doi":"10.1182/bloodadvances.2024013478","title":"Thrombophilia testing: does practice follow guidelines?","year":2024,"lang":"en","type":"letter","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Thrombophilia; Medicine; MEDLINE; Intensive care medicine; Internal medicine; Biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003740412,0.0006481161,0.001263001,0.0002518448,0.0001303494,0.0001652063,0.0003419254,0.0004902532,0.0002388249],"category_scores_gemma":[0.002330175,0.0004288529,0.0003370612,0.0004481269,0.0001117649,0.0003412699,0.0002362525,0.001541134,0.0006048522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006471627,"about_ca_system_score_gemma":0.0002195892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289392,"about_ca_topic_score_gemma":0.00001734445,"domain_scores_codex":[0.9964093,0.00006662944,0.0008066356,0.001083135,0.0009620396,0.0006722491],"domain_scores_gemma":[0.9974083,0.0005668872,0.0004000747,0.0008960437,0.0006100777,0.0001186196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001028702,0.0003298227,0.0001323446,0.002301521,0.001068856,0.005074259,0.00005487764,0.000005025872,0.00007985332,0.0001465012,0.9841276,0.006669044],"study_design_scores_gemma":[0.0006349672,0.0004723461,0.0001453324,0.002146211,0.006226692,0.0002560718,0.00009488684,0.00001054837,0.0002107034,0.001937938,0.9873331,0.0005311952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002259216,0.03472219,0.00001936228,0.8979166,0.003799562,0.001153133,0.00006586027,0.000569777,0.06152759],"genre_scores_gemma":[0.0002316136,0.007935202,0.02459167,0.9276355,0.01857076,0.0002821855,0.0002645216,0.0002234109,0.02026514],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04126245,"threshold_uncertainty_score":0.9998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259393840902899,"score_gpt":0.3463850720622754,"score_spread":0.2937911336532464,"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."}}