{"id":"W1998220286","doi":"10.1016/j.thromres.2014.07.002","title":"Treatment patterns of venous thromboembolism in a real-world population: The Q-VTE study cohort","year":2014,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Interquartile range; Deep vein; Cohort; Thrombosis; Internal medicine; Vitamin K antagonist; Anticoagulant; Population; Venous thromboembolism; Cohort study; Warfarin; Venous thrombosis; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008167124,0.0003610957,0.0005943154,0.0008338706,0.0006619274,0.001074707,0.0006698588,0.0007632861,0.001370258],"category_scores_gemma":[0.00291235,0.000478101,0.0007961387,0.001642762,0.0004335515,0.001199807,0.0008072655,0.0008288441,0.0002661775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594195,"about_ca_system_score_gemma":0.0005730903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023233,"about_ca_topic_score_gemma":0.01859429,"domain_scores_codex":[0.9990466,0.0002634874,0.00009565862,0.0003301556,0.0001101683,0.0001539141],"domain_scores_gemma":[0.9986627,0.0001778515,0.0004935725,0.0001940751,0.0001714459,0.0003003086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004209,0.00003982614,0.998947,0.000002867455,0.00008587569,0.00005780324,0.00009348764,0.00002652065,0.000148814,0.00002060869,0.0001432964,0.000333645],"study_design_scores_gemma":[0.00001874573,0.00006637812,0.9988714,0.000003381326,0.00003277273,0.0002530642,0.0004216008,0.0001561497,0.00002115227,0.00002545255,0.0001240299,0.000005815979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984393,0.0001524975,0.0001175208,0.00009746091,0.000007675294,0.00001073598,0.0009446227,0.000003311316,0.000227028],"genre_scores_gemma":[0.9987758,0.00008298551,0.00005280508,0.0000445672,0.000007612242,0.000008942943,0.0008909005,0.000003880933,0.0001325102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023233,"threshold_uncertainty_score":0.04619551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031577028289944,"score_gpt":0.4260547047189454,"score_spread":0.322897001889951,"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."}}