{"id":"W4376872039","doi":"10.1182/bloodadvances.2023010177","title":"American Society of Hematology 2023 guidelines for management of venous thromboembolism: thrombophilia testing","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of Calgary; Cochrane","funders":"","keywords":"Thrombophilia; Medicine; Guideline; Family history; Intensive care medicine; Venous thromboembolism; Population; Thrombosis; Venous thrombosis; Factor V Leiden; Risk assessment; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01111652,0.001415952,0.0025482,0.007269898,0.001296268,0.00436468,0.004418846,0.006260948,0.02744634],"category_scores_gemma":[0.04246043,0.0008704292,0.0030263,0.006404222,0.001212338,0.002112683,0.002853294,0.0102446,0.02555249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004201966,"about_ca_system_score_gemma":0.01763772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334794,"about_ca_topic_score_gemma":0.01621873,"domain_scores_codex":[0.9836997,0.006147134,0.003198378,0.0005386924,0.005739286,0.000676878],"domain_scores_gemma":[0.9621585,0.007650783,0.003473431,0.001137718,0.02352548,0.002054082],"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":[0.00004597411,0.00005472578,0.0004396983,0.001203552,0.00005143743,0.00009742295,0.00006817218,0.0001004509,0.0001151227,0.001581971,0.9010358,0.09520558],"study_design_scores_gemma":[0.0001336512,0.00003925986,0.001295525,0.006698794,0.0001156987,0.0004998227,0.00005291932,0.0001790149,0.0001089823,0.002948161,0.9879027,0.00002541754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001647146,0.2458871,0.01870286,0.3755805,0.04469102,0.007137537,0.02255298,0.002563272,0.2812376],"genre_scores_gemma":[0.02212447,0.3715388,0.1200443,0.2377487,0.02763815,0.01807929,0.07383809,0.001167154,0.127821],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02744634,"threshold_uncertainty_score":0.09181714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0930723388499114,"score_gpt":0.3781031772352406,"score_spread":0.2850308383853292,"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."}}