{"id":"W4389242960","doi":"10.1182/blood-2023-190795","title":"Discriminating Risk of Anticoagulant-Related Bleeding in Ambulatory Cancer Patients on Thromboprophylaxis","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Apixaban; Bleed; Anticoagulant; Internal medicine; Clinical endpoint; Framingham Risk Score; Ambulatory; Major bleeding; Cohort; Intensive care medicine; Surgery; Warfarin; Rivaroxaban; Disease; Atrial fibrillation","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":[0.002560663,0.0003417979,0.0008789172,0.0004036114,0.0002200056,0.000543631,0.0003087461,0.0003593236,0.001739572],"category_scores_gemma":[0.006767199,0.0001452462,0.001430799,0.0004552773,0.0002703536,0.0002799974,0.0003059731,0.000537716,0.00011888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368824,"about_ca_system_score_gemma":0.0005320234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005782221,"about_ca_topic_score_gemma":0.0008502161,"domain_scores_codex":[0.9985139,0.0007248636,0.0001656948,0.0002600441,0.0002578507,0.00007765287],"domain_scores_gemma":[0.9949788,0.002947459,0.001223937,0.0002731422,0.0002280754,0.0003485614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03798825,0.001101342,0.9214638,0.0003341331,0.001770887,0.00005098482,0.000091011,0.001496494,0.001035569,0.000158721,0.0004362672,0.03407248],"study_design_scores_gemma":[0.006392604,0.01239792,0.9718398,0.00006142676,0.001248593,0.0002472853,0.00006814232,0.005916808,0.0008608507,0.0004508825,0.0004935173,0.00002219815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986625,0.0004514528,0.0002506512,0.00006019072,0.00001186809,0.00005096792,0.0002406734,0.000004421319,0.0002672225],"genre_scores_gemma":[0.9985291,0.0002007354,0.0006707358,0.00003902591,0.00002396138,0.00006674378,0.0003949537,0.000001148569,0.0000735798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002560663,"threshold_uncertainty_score":0.01354223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538683225502195,"score_gpt":0.275435445967852,"score_spread":0.26004861371283,"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."}}