{"id":"W2131749235","doi":"10.1160/th06-10-0596","title":"Appropriateness of diagnostic strategies for evaluating suspected venous thromboembolism","year":2007,"lang":"en","type":"article","venue":"Thrombosis and Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Health Canada","funders":"","keywords":"Venous thromboembolism; Medicine; Intensive care medicine; Venous thrombosis; Thrombosis; Diagnostic test; Radiology; Internal medicine; Pediatrics","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":[0.004075666,0.0003278574,0.0003759409,0.001963734,0.0003117381,0.0009826421,0.0005775614,0.0006244929,0.000749783],"category_scores_gemma":[0.04753346,0.0002384783,0.0003743965,0.0008296991,0.0004385256,0.000886951,0.0006418704,0.0005615863,0.0002541717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875582,"about_ca_system_score_gemma":0.0007392516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191484,"about_ca_topic_score_gemma":0.001965686,"domain_scores_codex":[0.9925167,0.003082462,0.001378349,0.0005539213,0.001926898,0.0005416822],"domain_scores_gemma":[0.9785292,0.008047978,0.009232458,0.0009297595,0.002331512,0.0009290468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004691871,0.00002633736,0.994768,0.00001484501,0.00002239529,0.0001845519,0.00007719809,0.00009289258,0.0001380358,0.00003443732,0.000123125,0.004471229],"study_design_scores_gemma":[0.000009753187,0.0001835364,0.9892075,0.00008006109,0.0000507458,0.005747654,0.000653651,0.002716711,0.0004811891,0.0001693183,0.0006869151,0.00001293781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939865,0.001691402,0.001125457,0.0006268237,0.00002964348,0.00004791053,0.0001630054,0.00002048263,0.002308697],"genre_scores_gemma":[0.9990237,0.0002970047,0.000418986,0.00007848645,0.00002636491,0.000007337404,0.0001023425,0.000003314708,0.00004268211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004075666,"threshold_uncertainty_score":0.02155441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0847798400411115,"score_gpt":0.3818469336372931,"score_spread":0.2970670935961816,"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."}}