{"id":"W3208756709","doi":"10.1111/anae.15610","title":"Risk stratification for SARS‐CoV‐2‐related venous thromboembolic events: time for a new paradigm?","year":2021,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anesthesiology; Medicine; Library science; Pain medicine; Citation; Coronavirus disease 2019 (COVID-19); Internal medicine; Anesthesia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003376658,0.0004653528,0.00114555,0.0002317324,0.0002001914,0.0000540829,0.0002122255,0.001224629,0.00008083455],"category_scores_gemma":[0.0004826528,0.0004468688,0.0005096447,0.0002772329,0.00004256807,0.00008998623,0.00001382834,0.0009706822,0.0001668841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376061,"about_ca_system_score_gemma":0.002823053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000962363,"about_ca_topic_score_gemma":0.00007485598,"domain_scores_codex":[0.9973189,0.0001267227,0.0006977633,0.0007409719,0.0003663512,0.0007492941],"domain_scores_gemma":[0.9978635,0.0002956478,0.0004953328,0.0009185066,0.0002170042,0.0002099881],"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":[0.0001073535,0.0001805077,0.0001568701,0.0009601369,0.0003164532,0.0001291347,0.0004616884,0.000001690161,0.0002189433,0.0001878199,0.9658857,0.03139368],"study_design_scores_gemma":[0.002048013,0.002162433,0.007693694,0.0005970002,0.00142863,0.00008907089,0.00001510292,0.0002851411,0.0002176765,0.009598562,0.9753854,0.0004793178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01518481,0.002616252,0.001736789,0.9745519,0.0003350725,0.004918743,0.0002610214,0.0002240621,0.0001713711],"genre_scores_gemma":[0.01458824,0.001563726,0.003184744,0.9568603,0.006374696,0.0005702872,0.009904861,0.0004112662,0.006541871],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03091436,"threshold_uncertainty_score":0.9997983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872837521184615,"score_gpt":0.3539984503128537,"score_spread":0.2952700751010076,"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."}}