{"id":"W2092204648","doi":"10.1016/s0001-2998(03)00031-x","title":"Radionuclide imaging of acute pulmonary embolism","year":2003,"lang":"en","type":"review","venue":"Seminars in Nuclear Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Pulmonary embolism; Radiology; Scintigraphy; Angiography; Pulmonary angiography; Medical imaging; Surgery","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":[],"category_scores_codex":[0.0008530856,0.000661396,0.005209088,0.001020962,0.00005799369,0.000008044949,0.0003902669,0.0003102846,0.001242739],"category_scores_gemma":[0.0001288184,0.0005119333,0.0005223827,0.0008809037,0.0003904044,0.00007361961,0.000184795,0.0007691411,0.0001049867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002956757,"about_ca_system_score_gemma":0.0001481881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007721295,"about_ca_topic_score_gemma":9.305617e-7,"domain_scores_codex":[0.9963828,0.0001784032,0.001485105,0.000719826,0.0006415605,0.0005922783],"domain_scores_gemma":[0.9978849,0.0001509395,0.0006227926,0.001008023,0.00007818803,0.0002551673],"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":[0.00002001373,0.0004696063,0.00003212483,0.01922644,0.0005875528,0.001883107,0.0004145332,1.829514e-7,0.000009283393,0.001210011,0.05837487,0.9177723],"study_design_scores_gemma":[0.0006692556,0.0002138392,0.00009637677,0.09356525,0.005475725,0.000919953,0.0002610594,0.00001296839,6.348422e-7,0.00007542867,0.8983793,0.0003301982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003123671,0.9542953,0.000003892715,0.0008076592,0.0008174081,0.001395203,0.00001747188,0.00006428894,0.04256751],"genre_scores_gemma":[0.00005985685,0.9962289,0.0006382887,0.001089667,0.0003790788,0.0000525459,0.0001332984,0.0002183293,0.001200085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9174421,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234766218560381,"score_gpt":0.3299303165637797,"score_spread":0.3075826543781759,"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."}}