{"id":"W2032810702","doi":"10.1016/j.amjcard.2008.05.042","title":"Perioperative Bridging Therapy With Unfractionated Heparin or Low-Molecular-Weight Heparin in Patients With Mechanical Prosthetic Heart Valves on Long-Term Oral Anticoagulants (from the REGIMEN Registry)","year":2008,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; Hamilton Health Sciences; Hamilton General Hospital","funders":"","keywords":"Heparin; Medicine; Perioperative; Regimen; Mechanical heart; Bridging (networking); Low molecular weight heparin; Surgery; Anesthesia; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003704269,0.0002761868,0.00114122,0.00008163633,0.000170728,0.0000201777,0.000259882,0.00005232434,0.00001553825],"category_scores_gemma":[0.00005313065,0.000117223,0.0003247879,0.0003410292,0.0008981673,0.00007850736,0.00002865559,0.000542722,0.000003917686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008032996,"about_ca_system_score_gemma":0.0003714734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006035064,"about_ca_topic_score_gemma":0.000007111557,"domain_scores_codex":[0.9974952,0.0009710414,0.000362592,0.0002856857,0.0005561615,0.0003292954],"domain_scores_gemma":[0.9985514,0.0001892241,0.0003747767,0.0005292062,0.0002322261,0.0001231595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0505514,0.0003102438,0.9280807,0.000005700204,0.003514127,0.002439753,0.0004224221,0.0008693982,0.0009121031,0.00001759124,0.0001184566,0.01275806],"study_design_scores_gemma":[0.00623602,0.005614351,0.9819834,0.0002213111,0.0002666543,0.003820568,0.00017502,0.00001656374,0.001214387,0.000007745679,0.0002609565,0.0001830709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969553,0.0005202593,0.0007108396,0.001179685,0.00005924515,0.0004979083,0.000007153425,0.00001591948,0.00005373756],"genre_scores_gemma":[0.9972667,0.0009654771,0.0001384606,0.001343509,0.0001866316,0.00001412441,0.0000153863,0.00003957126,0.0000301483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0539026,"threshold_uncertainty_score":0.4780214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380459713838553,"score_gpt":0.2577932296370558,"score_spread":0.2439886324986702,"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."}}