{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595838,0.00006723915,0.0001809832,0.0003167719,0.0003980443,0.00007714628,0.00003275551,0.00003118283,0.00007679596],"category_scores_gemma":[0.001768995,0.00006401326,0.00002827678,0.0004540807,0.00003569599,0.0002360905,0.0001370506,0.0001859223,0.000003219732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008237026,"about_ca_system_score_gemma":0.00004710107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569355,"about_ca_topic_score_gemma":0.00004384131,"domain_scores_codex":[0.9986992,0.0002580525,0.0001673941,0.0002369818,0.0004086498,0.0002297171],"domain_scores_gemma":[0.9976235,0.001971288,0.0000414648,0.000115461,0.0001325584,0.0001157302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01830886,0.0003965941,0.2403305,0.0009003796,0.0004908176,0.00003220072,0.008138982,0.000201741,0.01353389,0.01734468,0.036976,0.6633453],"study_design_scores_gemma":[0.003404074,0.002562335,0.3334832,0.00004501755,0.0001294929,0.00003092132,0.01139236,0.0007992557,0.0006182145,0.001650259,0.6456921,0.0001928857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837917,0.0004628241,0.0002707299,0.1116079,0.00009294674,0.001755457,0.0000213352,0.00002226686,0.001974842],"genre_scores_gemma":[0.9954567,0.001154039,0.0021387,0.000484575,0.0001486452,0.00005680916,0.00002698464,0.00001225573,0.0005212773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6631525,"threshold_uncertainty_score":0.3061475,"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."}}