{"id":"W4285736888","doi":"10.1002/rth2.12757","title":"A call to action for anticoagulation stewardship","year":2022,"lang":"en","type":"article","venue":"Research and Practice in Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Action (physics); Call to action; Business; Political science; Marketing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0611934,0.002245462,0.004660144,0.004706002,0.008073122,0.02688424,0.006087445,0.04897418,0.05905813],"category_scores_gemma":[0.1109295,0.001360228,0.004291685,0.003985155,0.01793119,0.03728223,0.0204797,0.0698934,0.02142509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134236,"about_ca_system_score_gemma":0.05423655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005696792,"about_ca_topic_score_gemma":0.0102121,"domain_scores_codex":[0.9413373,0.02405332,0.004142125,0.005871444,0.01752726,0.007068512],"domain_scores_gemma":[0.7235044,0.101735,0.00896723,0.01255425,0.059967,0.0932721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008117251,0.0001665558,0.0004541879,0.001082973,0.0001099002,0.0001202456,0.0007566554,0.00009784655,0.0002114719,0.02320923,0.9102499,0.06345984],"study_design_scores_gemma":[0.000104118,0.000123703,0.001089995,0.003950639,0.00006176189,0.0002111488,0.002059229,0.0002003382,0.0001362276,0.03707321,0.9548854,0.0001042099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001585268,0.0151079,0.0007645732,0.9721711,0.009323696,0.00001495838,0.00006294791,0.000143857,0.002252409],"genre_scores_gemma":[0.01076832,0.03961131,0.008258536,0.9089803,0.02466426,0.0001511596,0.0002722046,0.0002950662,0.006998905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0611934,"threshold_uncertainty_score":0.3236254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5437916956256414,"score_gpt":0.5557667414582851,"score_spread":0.01197504583264364,"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."}}