{"id":"W2143570222","doi":"10.1001/jama.290.21.2849","title":"Does This Patient Have Pulmonary Embolism?","year":2003,"lang":"en","type":"review","venue":"JAMA","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pulmonary embolism; Pre- and post-test probability; MEDLINE; Test (biology); Radiology; Intensive care medicine; Medical physics; 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":["insufficient_payload"],"category_scores_codex":[0.0002156523,0.0005838615,0.002864748,0.0002724607,0.0001021311,0.00007593017,0.0002141596,0.0004795054,0.002356122],"category_scores_gemma":[0.00008730144,0.0003113431,0.0008504261,0.0002123186,0.00005977652,0.00007817311,0.0001756988,0.0005572809,0.0009873592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230303,"about_ca_system_score_gemma":0.0001994502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007308997,"about_ca_topic_score_gemma":0.000004509412,"domain_scores_codex":[0.9974114,0.0001501463,0.0007620428,0.0006696702,0.000499802,0.0005069327],"domain_scores_gemma":[0.9982608,0.00008762954,0.0003706616,0.0009271336,0.0001019443,0.0002518421],"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":[0.000003697979,0.0005561269,0.000004740723,0.01473529,0.0003688406,0.0004023721,0.00009944377,6.169424e-8,6.268251e-8,0.0005078328,0.0817112,0.9016103],"study_design_scores_gemma":[0.00025846,0.0001442358,0.00004367873,0.01274612,0.002698425,0.00008842983,0.0000662747,0.000001423358,0.000001490533,0.00006036536,0.9834884,0.000402638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005218219,0.8845189,0.000003272517,0.0004453999,0.001217456,0.001873516,0.00004995421,0.00008914584,0.1117971],"genre_scores_gemma":[0.00001054009,0.9822252,0.0002046287,0.001990448,0.0007515696,0.0004861948,0.0002365849,0.0001240234,0.01397085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9017773,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798651631471403,"score_gpt":0.3070768085248854,"score_spread":0.2790902922101713,"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."}}