{"id":"W4205997439","doi":"10.3390/diagnostics12020228","title":"Dual-Energy CT Pulmonary Angiography for the Assessment of Surgical Accessibility in Patients with Chronic Thromboembolic Pulmonary Hypertension","year":2022,"lang":"en","type":"article","venue":"Diagnostics","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Radiology; Pulmonary angiography; Hemodynamics; Pulmonary artery; Radiological weapon; Angiography; Pulmonary hypertension; Pulmonary thromboendarterectomy; Perfusion; Cardiology; Pulmonary embolism; Perfusion scanning; Internal medicine; Chronic thromboembolic pulmonary hypertension; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204251,0.0002879062,0.0003182088,0.0007443985,0.0001953388,0.000489609,0.0002509716,0.0004657464,0.0006669622],"category_scores_gemma":[0.005526618,0.0002119975,0.0002063133,0.0003105214,0.0002378336,0.0004311547,0.0003756867,0.0004588449,0.0001952282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561618,"about_ca_system_score_gemma":0.0002421488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007223423,"about_ca_topic_score_gemma":0.001361185,"domain_scores_codex":[0.9993722,0.0002926466,0.00007477145,0.0000722374,0.000122419,0.00006568764],"domain_scores_gemma":[0.9970189,0.001412285,0.0007231098,0.0001158549,0.0002975606,0.0004322626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002843426,0.00002760922,0.9961132,0.000008510528,0.00001418558,0.0001390052,0.00002965904,0.00003392596,0.0004253821,0.000006305957,0.00002403195,0.00289383],"study_design_scores_gemma":[0.00003806408,0.0004801051,0.9957269,0.00001398383,0.0000374701,0.001696702,0.0001193369,0.001357548,0.0003006964,0.00002342979,0.0001989844,0.000006780013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991322,0.0004159659,0.0001723322,0.00003487591,0.000005603129,0.000007638051,0.00003211039,0.000001845953,0.0001974721],"genre_scores_gemma":[0.9995578,0.00008824505,0.0002337643,0.00001437135,0.00002029338,0.000006424359,0.00004498635,6.789116e-7,0.00003351143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001204251,"threshold_uncertainty_score":0.006368756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848246520681621,"score_gpt":0.2913945900489542,"score_spread":0.272912124842138,"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."}}