{"id":"W2083066143","doi":"10.1111/j.1475-097x.2006.00672.x","title":"Measurement of expired carbon dioxide, oxygen and volume in conjunction with pretest probability estimation as a method to diagnose and exclude pulmonary venous thromboembolism","year":2006,"lang":"en","type":"article","venue":"Clinical Physiology and Functional Imaging","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Expiration; Receiver operating characteristic; Confidence interval; Tidal volume; Likelihood ratios in diagnostic testing; Exhalation; Pulmonary embolism; Emergency department; Nuclear medicine; Expired air; Pre- and post-test probability; Surgery; Anesthesia; Respiratory system; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009017406,0.0001677096,0.0006440797,0.00009728348,0.00007120134,0.000008994672,0.00002685076,0.00007994434,0.00001217336],"category_scores_gemma":[0.0002427072,0.0001399151,0.00004036961,0.0001185517,0.0002733812,0.0001142512,0.0000814393,0.0001782124,0.000001205889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795052,"about_ca_system_score_gemma":0.00005941544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000776223,"about_ca_topic_score_gemma":0.00005025205,"domain_scores_codex":[0.9984288,0.000174374,0.0004850272,0.0005244763,0.0001927718,0.0001945682],"domain_scores_gemma":[0.9992222,0.0002286347,0.0001342534,0.0001660885,0.0001447456,0.000104091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002464704,0.004793975,0.8456153,0.0008686346,0.0003240217,0.00005089278,0.0003310175,0.001251157,0.06792594,0.001695151,0.0003695726,0.07430965],"study_design_scores_gemma":[0.001209421,0.0007556469,0.9845775,0.0001930231,0.0001843678,0.00003804029,0.00005669077,0.003904856,0.0002828497,0.008552728,0.0001107577,0.0001341452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955067,0.000651703,0.00136396,0.00115405,0.0001154646,0.0007674654,0.000002641773,0.0000271076,0.0004109269],"genre_scores_gemma":[0.9966816,0.00008074422,0.002384707,0.0005553524,0.0001293076,0.000119949,0.00001915851,0.00001353159,0.00001560054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389622,"threshold_uncertainty_score":0.5705572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761358739559106,"score_gpt":0.3043018214925662,"score_spread":0.2766882340969751,"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."}}