{"id":"W4399556062","doi":"10.1016/j.jtha.2024.05.031","title":"Risk assessment tools for bleeding in patients with unprovoked venous thromboembolism: an analysis of the PLATO-VTE study","year":2024,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Trombosestichting Nederland","keywords":"Venous thromboembolism; Medicine; Bleed; Major bleeding; Intensive care medicine; Risk assessment; Surgery; Internal medicine; Thrombosis; 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":[0.003729019,0.001086496,0.001578829,0.001962167,0.0003268898,0.001487514,0.0006952186,0.0006754906,0.001095726],"category_scores_gemma":[0.01322471,0.0004083799,0.003189413,0.003026699,0.0003484778,0.001214638,0.001486523,0.001261263,0.0001621511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469565,"about_ca_system_score_gemma":0.0007435913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781488,"about_ca_topic_score_gemma":0.002733738,"domain_scores_codex":[0.9972029,0.00137403,0.0004221506,0.0003097238,0.0005560555,0.0001351165],"domain_scores_gemma":[0.9932626,0.003317042,0.002082448,0.0004200505,0.0004771603,0.0004407064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004174674,0.0001206399,0.9848194,0.0001395714,0.00259,0.00008180697,0.0001222133,0.000301401,0.0001232732,0.00015382,0.0004505884,0.00692258],"study_design_scores_gemma":[0.0007161522,0.000692356,0.9926367,0.00007864069,0.002682107,0.000303094,0.0002379617,0.001422946,0.0001055609,0.0003087014,0.0007867839,0.00002901736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923505,0.003120814,0.0006506004,0.000184169,0.00002956617,0.0001307157,0.002685341,0.00001120996,0.0008369935],"genre_scores_gemma":[0.9949228,0.0008604957,0.0009314818,0.00007968411,0.00004188155,0.0001686224,0.002764985,0.00001220079,0.0002179171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003729019,"threshold_uncertainty_score":0.01972115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585299237948716,"score_gpt":0.340259332962213,"score_spread":0.3044063405827259,"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."}}