{"id":"W2553435097","doi":"10.1182/blood.v118.21.5253.5253","title":"Venous Thromboembolism in Cancer Patients Following Major Surgery","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Deep vein; Cancer; Venous thromboembolism; Thrombosis; Surgery; Medical diagnosis; Venous thrombosis; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003380436,0.0001673097,0.0003350651,0.0009597291,0.0005161522,0.0006190582,0.0004621928,0.0003163856,0.002195722],"category_scores_gemma":[0.00264518,0.000171548,0.0002628285,0.003113999,0.0002225379,0.0002140448,0.0003087108,0.0005256474,0.0001862263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344964,"about_ca_system_score_gemma":0.002368106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3572803,"about_ca_topic_score_gemma":0.4552476,"domain_scores_codex":[0.9995197,0.00006905217,0.00006738661,0.00008083278,0.0001456633,0.0001173317],"domain_scores_gemma":[0.9977925,0.0002938823,0.001081269,0.00005745379,0.0003987665,0.0003762524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000029699,0.00001730569,0.9984919,0.00001909546,0.00001630235,0.00005366749,0.00004126776,0.00002255443,0.00002971543,0.000006651563,0.0004180909,0.0008538503],"study_design_scores_gemma":[0.000005264767,0.00002486538,0.9994629,0.00001239529,0.00000768224,0.00008269883,0.00007199547,0.00008867501,0.00001202042,0.000006596051,0.0002227972,0.00000206233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905821,0.0005757169,0.00007457357,0.0001815889,0.00001229785,0.00007481199,0.007193265,0.000008418147,0.001297125],"genre_scores_gemma":[0.9952124,0.0002870491,0.0001128446,0.0001053977,0.000015827,0.0000316012,0.003993355,0.000001510378,0.0002399709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3572803,"threshold_uncertainty_score":0.7104015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335640071508481,"score_gpt":0.2629186901845454,"score_spread":0.2295622894694606,"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."}}