{"id":"W4383336553","doi":"10.1016/j.jaccas.2023.101944","title":"Testing for Hypercoagulability in Patients With Unexplained Arterial Thromboembolism","year":2023,"lang":"en","type":"editorial","venue":"JACC Case Reports","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Population Health Research Institute; McMaster University","funders":"","keywords":"Venous thromboembolism; Medicine; Cardiology; Thrombosis; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001084565,0.0006105814,0.00203043,0.0003454571,0.0001646797,0.0000910966,0.00007529769,0.0007281095,0.00003935128],"category_scores_gemma":[0.006033718,0.0005122528,0.0002258932,0.0005053128,0.00008525929,0.0001286138,0.0001644574,0.000558471,0.00001149044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504964,"about_ca_system_score_gemma":0.0006905604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690073,"about_ca_topic_score_gemma":0.0006806685,"domain_scores_codex":[0.9955398,0.00006017451,0.001275996,0.001297889,0.001060614,0.0007654554],"domain_scores_gemma":[0.9956831,0.00128866,0.0007343428,0.001184378,0.0008632124,0.0002463472],"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":[0.0003755584,0.001516473,0.007765545,0.001492997,0.000320965,0.04869787,0.0001631439,0.00001489367,0.00001452177,0.000005197352,0.9371291,0.002503726],"study_design_scores_gemma":[0.01384031,0.005266353,0.2749377,0.003249996,0.003040835,0.001594547,0.0002420759,0.00005064471,0.00003088453,0.0004719635,0.695306,0.00196874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.4920681,0.00001978936,0.000007412722,0.00005855449,0.5038962,0.003224913,0.0001683207,0.0002118786,0.0003448259],"genre_scores_gemma":[0.2214512,0.00001852461,0.002006375,0.0000863617,0.768707,0.002094595,0.00476354,0.0005011129,0.0003713032],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2706169,"threshold_uncertainty_score":0.9997329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775512199804121,"score_gpt":0.2801188020433293,"score_spread":0.2623636800452881,"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."}}