{"id":"W4280593919","doi":"10.1007/s11239-022-02643-3","title":"Thromboembolic prevention and anticoagulant therapy during the COVID-19 pandemic: updated clinical guidance from the anticoagulation forum","year":2022,"lang":"en","type":"article","venue":"Journal of Thrombosis and Thrombolysis","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Observational study; Pandemic; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Ambulatory; Anticoagulant therapy; Clinical trial; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002739047,0.000328719,0.001324574,0.0001557817,0.001445585,0.0001637157,0.0004085338,0.0001101793,0.0004802718],"category_scores_gemma":[0.0002125358,0.0001889506,0.0004873824,0.0004667575,0.0003840795,0.0002695447,0.0004541764,0.0007059778,0.000002256537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642576,"about_ca_system_score_gemma":0.0001880832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004519865,"about_ca_topic_score_gemma":0.00007433592,"domain_scores_codex":[0.9961218,0.0008218834,0.001328117,0.0004614409,0.000867215,0.0003995033],"domain_scores_gemma":[0.9972296,0.0005701064,0.001150458,0.0006103581,0.000155283,0.000284212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000201785,0.00103753,0.9708532,0.00004360764,0.002738394,0.00001817398,0.001698103,0.0001509406,0.006785134,0.000519036,0.01108123,0.004872842],"study_design_scores_gemma":[0.003295231,0.0008182344,0.9706784,0.00006428105,0.001352996,0.0002361728,0.003024625,0.0002776401,0.0001330748,0.001728732,0.01816884,0.0002218097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734306,0.006190047,0.0003218633,0.0186671,0.0005080788,0.0007556443,0.00002886854,0.00003856824,0.00005924181],"genre_scores_gemma":[0.9660186,0.0272869,0.0002779965,0.005861504,0.0004234609,0.00003225245,0.00002279882,0.00004164041,0.00003482432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109686,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09120967007610113,"score_gpt":0.3785883825155344,"score_spread":0.2873787124394332,"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."}}