{"id":"W2046672914","doi":"10.1007/s11239-005-0346-5","title":"Perioperative Anticoagulation for Patients with Mechanical Heart Valves: A Survey of Current Practice","year":2004,"lang":"en","type":"article","venue":"Journal of Thrombosis and Thrombolysis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Warfarin; Perioperative; Respondent; Specialty; Intensive care medicine; Anticoagulant; Randomized controlled trial; Mechanical heart-valve; Emergency medicine; Surgery; Heart valve; Internal medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006432213,0.0001246586,0.0006755986,0.0001413211,0.0000776543,0.00002919103,0.00004231015,0.00004586234,0.00001854834],"category_scores_gemma":[0.0006553982,0.00008162115,0.0001918503,0.0002471541,0.00005407641,0.0003622745,0.00002301228,0.00009166708,6.980022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004821449,"about_ca_system_score_gemma":0.0001109643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642505,"about_ca_topic_score_gemma":0.00001046285,"domain_scores_codex":[0.9987378,0.00008069971,0.000535782,0.0001308977,0.0004016454,0.0001132274],"domain_scores_gemma":[0.9978623,0.0002911276,0.0005580199,0.000110788,0.001092901,0.00008488875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001432815,0.0005352257,0.9869816,0.0001972612,0.001759882,5.718974e-7,0.0007758996,0.0002415094,0.00278279,0.003429873,0.0001365746,0.001725988],"study_design_scores_gemma":[0.004797794,0.00187536,0.9899541,0.0001969399,0.001283507,0.000003539802,0.000203651,0.00005334448,0.0007010832,0.0001414569,0.0006943383,0.0000948797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907528,0.0002196971,0.006278015,0.002118595,0.0001650734,0.0004199435,0.00001306497,0.000004995949,0.00002788416],"genre_scores_gemma":[0.9894035,0.000317859,0.01004984,0.00007032743,0.0001216288,8.798431e-7,0.00001810359,0.00001315861,0.000004636603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003771824,"threshold_uncertainty_score":0.3328414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055882179611352,"score_gpt":0.3999493507517954,"score_spread":0.2943611327906602,"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."}}