{"id":"W2162398328","doi":"10.1161/circulationaha.111.051920","title":"Development of a Clinical Prediction Rule for Risk Stratification of Recurrent Venous Thromboembolism in Patients With Cancer-Associated Venous Thromboembolism","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Ottawa; University of British Columbia; University of Manitoba; Western University","funders":"","keywords":"Medicine; Venous thromboembolism; Low molecular weight heparin; Internal medicine; Retrospective cohort study; Cohort; Cancer; Cohort study; Randomized controlled trial; Intensive care medicine; Heparin; Thrombosis","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":[0.006436958,0.001030339,0.001942689,0.002976181,0.0005603801,0.001508808,0.001277314,0.001236615,0.001084472],"category_scores_gemma":[0.03081717,0.0003455609,0.001209779,0.0009096994,0.0003776932,0.0005693229,0.0005562715,0.001492452,0.0005062652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700222,"about_ca_system_score_gemma":0.001806943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007339,"about_ca_topic_score_gemma":0.003613221,"domain_scores_codex":[0.9977291,0.0009348991,0.0003315088,0.0003552047,0.0005216346,0.0001276374],"domain_scores_gemma":[0.9750759,0.01994617,0.001338914,0.0004845028,0.002629588,0.000524981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001839793,0.00102905,0.6367276,0.0001907027,0.001028108,0.0008436061,0.0001469139,0.1275338,0.001216441,0.001296122,0.01230702,0.2158408],"study_design_scores_gemma":[0.0004099846,0.0004859309,0.04155653,0.0001463844,0.0005331021,0.000783646,0.00006258478,0.9494692,0.001290631,0.003929063,0.001287996,0.00004493142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7152168,0.001678539,0.268981,0.004171866,0.0004857924,0.0008957763,0.003082944,0.001343779,0.004143488],"genre_scores_gemma":[0.9123088,0.0002127007,0.0836942,0.0004523702,0.0001988295,0.0003065505,0.002437835,0.0000263902,0.0003623304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006436958,"threshold_uncertainty_score":0.0340423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416891967415957,"score_gpt":0.32722292301762,"score_spread":0.2855337262760243,"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."}}