{"id":"W3123058565","doi":"10.22541/au.159372995.59080247","title":"Antithrombotic Therapy After Cardiac Surgery: Role of Different Oral Anticoagulants","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Vitamin K antagonist; Pericardial effusion; Incidence (geometry); Effusion; Cardiac surgery; Antithrombotic; Surgery; Anticoagulant; Cohort; Retrospective cohort study; Atrial fibrillation; Warfarin; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887517,0.0002581349,0.0006672423,0.001045624,0.0002252174,0.001295254,0.0003462067,0.000504014,0.001008177],"category_scores_gemma":[0.006483433,0.0001394814,0.0006367472,0.002249775,0.0004423734,0.0005422157,0.0003598548,0.0006016828,0.0001343857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119317,"about_ca_system_score_gemma":0.0005141412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006767319,"about_ca_topic_score_gemma":0.0009597506,"domain_scores_codex":[0.9975243,0.000823447,0.0005635864,0.0003436947,0.0006102862,0.0001347268],"domain_scores_gemma":[0.9891174,0.003615257,0.006235644,0.0002352004,0.0004722423,0.0003241728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006723491,0.00005901516,0.975897,0.0006817661,0.0004958263,0.0001210333,0.00006230919,0.0000739928,0.000181506,0.0001287365,0.000158668,0.02146769],"study_design_scores_gemma":[0.00005571332,0.0003489087,0.9943168,0.0005762958,0.0005653207,0.001628219,0.0001799647,0.0003048097,0.0001650065,0.000241421,0.001605715,0.00001195626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8041545,0.1920827,0.0003893818,0.0008968598,0.0001305316,0.00002362066,0.0004787572,0.000003190958,0.001840504],"genre_scores_gemma":[0.9693447,0.02922055,0.0004374583,0.0002248251,0.0003253597,0.00001637367,0.0003073211,0.000003782014,0.000119644],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001887517,"threshold_uncertainty_score":0.009982228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09903982297024627,"score_gpt":0.336303869608663,"score_spread":0.2372640466384167,"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."}}