{"id":"W2589183455","doi":"10.1016/j.thromres.2017.02.016","title":"Bleeding risk in patients with unprovoked venous thromboembolism: A critical appraisal of clinical prediction scores","year":2017,"lang":"en","type":"review","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Venous thromboembolism; Anticoagulant therapy; Intensive care medicine; Major bleeding; Clinical Practice; Risk assessment; Anticoagulant; Critical appraisal; Surgery; Physical therapy; Thrombosis; Internal medicine; Alternative medicine; Pathology","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007285167,0.0007461494,0.008214594,0.001467481,0.0004894928,0.0001632539,0.001040212,0.0009544166,0.0002604271],"category_scores_gemma":[0.009345534,0.0005485836,0.0008426937,0.0009805334,0.001839732,0.0003128462,0.0008287418,0.00343708,0.0001357092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959957,"about_ca_system_score_gemma":0.001392529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009464303,"about_ca_topic_score_gemma":0.00008591062,"domain_scores_codex":[0.9898914,0.001685495,0.002598043,0.001558799,0.002834222,0.00143206],"domain_scores_gemma":[0.9912502,0.003912967,0.0009353826,0.002249807,0.00111245,0.0005392129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003016861,0.01327406,0.08691231,0.03641447,0.002506193,0.00005595202,0.0004268919,0.000001563426,3.472827e-7,0.0007593781,0.005407481,0.8539397],"study_design_scores_gemma":[0.003936955,0.007010649,0.6870089,0.05792261,0.004631497,0.000005991731,0.0001707476,0.00003141801,0.00000167787,0.00008999531,0.238548,0.0006415657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0426271,0.9349029,0.00002182442,0.0001459949,0.002006243,0.008667766,0.0005624282,0.0001653992,0.01090033],"genre_scores_gemma":[0.03694357,0.9608044,0.0004126871,0.00001070683,0.0007963591,0.0005417425,0.0002538927,0.0002019242,0.00003472606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8532981,"threshold_uncertainty_score":0.9996966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102012542968823,"score_gpt":0.5470290478688504,"score_spread":0.2368277935719681,"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."}}