{"id":"W4410220888","doi":"10.1016/j.clinme.2025.100325","title":"Is pulmonary embolism a chronic disease?","year":2025,"lang":"en","type":"review","venue":"Clinical Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Medicine; Pulmonary embolism; Pulmonary disease; Intensive care medicine; Chronic disease; Cardiology; Disease; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001131832,0.0008370841,0.008157501,0.0004812457,0.0001125595,0.00001573433,0.0005650882,0.0006591822,0.003083002],"category_scores_gemma":[0.002040133,0.0005511533,0.001864052,0.0007644545,0.0005965701,0.00004194933,0.0004545027,0.001307056,0.0008428189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893044,"about_ca_system_score_gemma":0.001843116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002601156,"about_ca_topic_score_gemma":0.000001949196,"domain_scores_codex":[0.9942735,0.0003074611,0.0026721,0.001369121,0.0007020067,0.0006757404],"domain_scores_gemma":[0.9947153,0.001558058,0.0006145315,0.001899836,0.000142317,0.001069928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001722156,0.0006355341,0.00003420674,0.0741033,0.0007335758,0.0005142771,0.000009743011,1.869365e-8,8.633207e-9,0.000639727,0.1845099,0.7388024],"study_design_scores_gemma":[0.0008655976,0.0005361983,0.001167276,0.1595781,0.01666141,0.00002217633,0.000008030993,0.000008228091,1.389439e-8,0.0002305276,0.8205799,0.0003425647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001042189,0.9570925,0.00003344109,0.009238287,0.003195073,0.002956775,0.00005351031,0.0001838101,0.02724557],"genre_scores_gemma":[0.00001125931,0.9629034,0.00004099617,0.008844336,0.007501895,0.0004845296,0.0004904664,0.0001023411,0.01962082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7384599,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287947918388158,"score_gpt":0.4859666147914973,"score_spread":0.3571718229526816,"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."}}