{"id":"W2172203581","doi":"10.1160/th08-07-0444","title":"Validity and clinical utility of the simplified Wells rule for assessing clinical probability for the exclusion of pulmonary embolism","year":2008,"lang":"en","type":"article","venue":"Thrombosis and Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary embolism; Confidence interval; Clinical prediction rule; D-dimer; Retrospective cohort study; Incidence (geometry); Pre- and post-test probability; Internal medicine; Surgery; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003202837,0.0002046235,0.001143905,0.00003016669,0.0005285296,0.00001754221,0.0001908179,0.0001952783,0.00002998299],"category_scores_gemma":[0.0007722692,0.0001164187,0.0005209296,0.000132428,0.001143286,0.00009092446,0.0003346271,0.0001950206,3.033662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001589768,"about_ca_system_score_gemma":0.0001230004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428394,"about_ca_topic_score_gemma":0.00001757656,"domain_scores_codex":[0.9975815,0.000253952,0.0011172,0.0004856939,0.0002891598,0.00027248],"domain_scores_gemma":[0.9960782,0.002367126,0.0004565077,0.0007090912,0.0002656885,0.000123416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005351913,0.004167962,0.8436671,0.001403917,0.0005368809,8.786529e-7,0.0005752399,0.000002198731,0.0002900832,0.001111799,0.009264626,0.1384441],"study_design_scores_gemma":[0.001673275,0.0003096352,0.9872691,0.0001380819,0.001143496,0.000005187154,0.0002843061,0.001461397,0.0009869275,0.002673629,0.00393492,0.0001200558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902533,0.0003619891,0.001359107,0.004424682,0.0003420042,0.002848436,0.0001196744,0.0000192052,0.0002716223],"genre_scores_gemma":[0.9912103,0.005275653,0.002669081,0.0005414108,0.0001679072,0.00007656491,0.00001262014,0.00002177057,0.00002463067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436019,"threshold_uncertainty_score":0.4747418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484881042697744,"score_gpt":0.4239911307054195,"score_spread":0.1755030264356451,"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."}}