{"id":"W3045310330","doi":"10.1017/cem.2020.428","title":"Diagnosis of pulmonary embolism with D-dimer adjusted to clinical probability","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Content (measure theory); Pulmonary embolism; D-dimer; Computer science; Medicine; Cardiology; Mathematics; 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":[0.0009194345,0.0004353491,0.000819276,0.001355911,0.001743443,0.001245209,0.0009045441,0.00782062,0.004114974],"category_scores_gemma":[0.01444487,0.0003380837,0.0006230569,0.001121155,0.0008889685,0.0007877279,0.0003087278,0.004528868,0.001343299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242435,"about_ca_system_score_gemma":0.004969906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03654285,"about_ca_topic_score_gemma":0.06176389,"domain_scores_codex":[0.998637,0.0003192942,0.0002227133,0.0001508141,0.000413026,0.0002571561],"domain_scores_gemma":[0.9968783,0.00152843,0.0001972436,0.0001123156,0.0007547286,0.0005289588],"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":[0.0008744286,0.0005448539,0.2903847,0.000179168,0.0001194467,0.1772275,0.0004610241,0.001478123,0.001630173,0.007044619,0.4810519,0.03900417],"study_design_scores_gemma":[0.00118566,0.0008990192,0.3384083,0.001192566,0.0003702106,0.3554987,0.001785602,0.03122832,0.002777356,0.04670125,0.2196054,0.0003476566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07577103,0.004256373,0.001874628,0.7998935,0.0159124,0.0002282516,0.001375091,0.0001461067,0.1005427],"genre_scores_gemma":[0.7020832,0.002728576,0.004382789,0.2098985,0.05769366,0.0001589669,0.000978497,0.0000769199,0.02199883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03654285,"threshold_uncertainty_score":0.07266027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153684380215967,"score_gpt":0.3568823316569175,"score_spread":0.2031979514409505,"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."}}