{"id":"W2547716381","doi":"10.1182/blood.v118.21.4218.4218","title":"Venous Thromboembolism Validation Study of the IMPROVE Risk Assessment Models in the Medical Patient (VTE-VALOURR),","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Emergency medicine; Randomized controlled trial; Guideline; Retrospective cohort study; Risk assessment; Atrial fibrillation; Intensive care medicine; Internal medicine","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":[0.05474253,0.0008410533,0.0007509231,0.0008395652,0.0005097866,0.001194736,0.001557093,0.0008573768,0.002359635],"category_scores_gemma":[0.09537134,0.0005871486,0.00147368,0.0006617637,0.0008411554,0.001001828,0.001740661,0.001289965,0.00081191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009064397,"about_ca_system_score_gemma":0.002178325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884612,"about_ca_topic_score_gemma":0.002486326,"domain_scores_codex":[0.9831662,0.01307341,0.0007551107,0.00123857,0.00150372,0.0002629493],"domain_scores_gemma":[0.9307668,0.04097455,0.009450441,0.01088649,0.006342678,0.001579051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0202099,0.006894854,0.9012079,0.0005344052,0.003049202,0.0001022429,0.0006303795,0.0117175,0.000618978,0.002488071,0.01109932,0.04144726],"study_design_scores_gemma":[0.01195224,0.03520235,0.8466942,0.0006156691,0.002928871,0.000780487,0.0007207113,0.07962861,0.002278439,0.002124373,0.0168915,0.000182641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789693,0.000382603,0.006587282,0.0005144275,0.00005119332,0.002317429,0.008568194,0.0001526777,0.002456923],"genre_scores_gemma":[0.9688598,0.0001886277,0.01147387,0.0004512132,0.00008788583,0.002410096,0.01564383,0.00005499477,0.0008297194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05474253,"threshold_uncertainty_score":0.2895097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630018175938792,"score_gpt":0.2719103525861202,"score_spread":0.2456101708267323,"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."}}