{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006741588,0.0004649721,0.0008294813,0.001448695,0.002105778,0.003312087,0.001669649,0.01862138,0.004740212],"category_scores_gemma":[0.04781848,0.0004715925,0.0004546118,0.001610562,0.002442354,0.004833656,0.001090798,0.01497815,0.006202591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003786551,"about_ca_system_score_gemma":0.004701495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005270616,"about_ca_topic_score_gemma":0.01185413,"domain_scores_codex":[0.9916403,0.002792886,0.001737974,0.0006013871,0.002740455,0.0004870041],"domain_scores_gemma":[0.9661502,0.01378613,0.003513574,0.001139727,0.01154044,0.003869845],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003245878,0.00009571962,0.005886063,0.0001807,0.00001351969,0.00130857,0.0002468847,0.00007427501,0.0001494409,0.001714964,0.9185843,0.07171307],"study_design_scores_gemma":[0.0001937308,0.0002020225,0.01440823,0.003827291,0.00005323128,0.008528715,0.002039937,0.001465685,0.0003024459,0.01834499,0.9505265,0.0001072039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004766221,0.001864426,0.0001335984,0.9875987,0.007595698,0.00001006347,0.00002039553,0.00002804581,0.002272405],"genre_scores_gemma":[0.01138725,0.007936551,0.001055236,0.9159228,0.0613591,0.00004872181,0.000101903,0.00004628241,0.002142168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9932584,"threshold_uncertainty_score":0.03565335,"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."}}