{"id":"W2888659738","doi":"10.1007/s11739-018-1930-y","title":"A clinical conundrum: to measure or not measure direct oral anticoagulants before a surgery or procedure?","year":2018,"lang":"en","type":"letter","venue":"Internal and Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Measure (data warehouse); MEDLINE; Medical physics; Intensive care medicine; Data mining","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":[0.02047827,0.001052369,0.002704345,0.002147594,0.005354385,0.006223707,0.003308334,0.04260995,0.006380764],"category_scores_gemma":[0.1641611,0.0009386771,0.00111451,0.001986971,0.008353077,0.01148751,0.003539046,0.05084054,0.006003655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005904765,"about_ca_system_score_gemma":0.01104314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005107266,"about_ca_topic_score_gemma":0.00876601,"domain_scores_codex":[0.980655,0.008369263,0.004168725,0.001939765,0.003895957,0.0009712622],"domain_scores_gemma":[0.8871467,0.06745192,0.008764899,0.002911121,0.02082518,0.01290025],"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":[0.00009422313,0.000131933,0.007062407,0.0003308557,0.00006133538,0.002602116,0.0005494081,0.000126673,0.0001208422,0.00998422,0.9251472,0.05378885],"study_design_scores_gemma":[0.001028817,0.0004212199,0.007195676,0.008626567,0.0003215208,0.02125072,0.006837075,0.002611644,0.0004367435,0.1688933,0.7819531,0.0004236229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001879172,0.001213175,0.000127747,0.9936294,0.004104009,0.000003905016,0.00001609666,0.000007900796,0.0007097665],"genre_scores_gemma":[0.0071786,0.0031948,0.001247809,0.9197258,0.06776267,0.00004240781,0.00004880761,0.00002561012,0.0007734381],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04260995,"threshold_uncertainty_score":0.1083007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2679761526098907,"score_gpt":0.4285886090257947,"score_spread":0.160612456415904,"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."}}