{"id":"W4413734424","doi":"10.1007/s43678-025-00962-x","title":"Adherence, acuity, and the evolving role of D-dimer in pulmonary embolism rule-out","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; D-dimer; Intensive care medicine; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01723074,0.003021084,0.006922904,0.004039125,0.002824413,0.009487349,0.005153943,0.02171723,0.004890647],"category_scores_gemma":[0.09182721,0.001624279,0.002775671,0.002353832,0.002983252,0.004221679,0.001021151,0.0284138,0.003394716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005873903,"about_ca_system_score_gemma":0.007047032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008875293,"about_ca_topic_score_gemma":0.02391378,"domain_scores_codex":[0.9879372,0.002684462,0.002504303,0.001059503,0.00530032,0.0005142692],"domain_scores_gemma":[0.8880692,0.069051,0.003896253,0.001202306,0.03219264,0.005588619],"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":[0.0001166753,0.00002270707,0.0001968537,0.0007400417,0.000115552,0.0001979336,0.00003025241,0.00004874631,0.0000346361,0.0003658302,0.9875975,0.01053315],"study_design_scores_gemma":[0.0008502897,0.0001605597,0.004013155,0.006804748,0.001316416,0.001318813,0.0003352447,0.001584086,0.0002502841,0.002655889,0.9805512,0.0001592717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009110729,0.01386737,0.0001240197,0.06962762,0.9149163,0.00002384244,0.00007795198,0.0000332808,0.001238361],"genre_scores_gemma":[0.0008035454,0.007623906,0.0001481073,0.02201215,0.9679179,0.00002266945,0.00002989629,0.00001402897,0.001427883],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02171723,"threshold_uncertainty_score":0.09112591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574951235047897,"score_gpt":0.316717439258017,"score_spread":0.290967926907538,"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."}}