{"id":"W3096527820","doi":"10.1183/13993003.congress-2020.1548","title":"Predictive Value of CT Pulmonary Angiography (CTPA) to Assess the Surgical Accessibility for Pulmonary Endarterectomy in Patients with CTEPH","year":2020,"lang":"en","type":"article","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Radiological weapon; Predictive value; Radiology; Pulmonary angiography; Pulmonary embolism; Angiography; 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":[0.001391247,0.0003851562,0.0002333952,0.001340736,0.0002627724,0.0006254105,0.0004267817,0.0008538158,0.001590733],"category_scores_gemma":[0.009202276,0.0001736608,0.0003648072,0.000586312,0.0004767546,0.0005750508,0.0005531642,0.0008771101,0.0003278164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962455,"about_ca_system_score_gemma":0.0002789906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350314,"about_ca_topic_score_gemma":0.001698687,"domain_scores_codex":[0.9993579,0.0001922985,0.00008371322,0.00009300836,0.0001994662,0.00007369638],"domain_scores_gemma":[0.9930437,0.003288552,0.00193626,0.0003007134,0.0006497485,0.0007811145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005982544,0.000008030313,0.9985796,0.000003608231,0.000009953168,0.000067093,0.000009216464,0.0000690904,0.0001091935,0.000007645345,0.00004392453,0.001032963],"study_design_scores_gemma":[0.00001123339,0.0001160517,0.9960397,0.00001408533,0.00004172207,0.001339718,0.00008618426,0.001861518,0.0002532715,0.00004742393,0.0001836001,0.000005505064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974075,0.0007941445,0.0003627292,0.0001855716,0.00003211723,0.00001219289,0.0001416464,0.00001106461,0.001053136],"genre_scores_gemma":[0.9994724,0.00009232383,0.0001887552,0.00002358245,0.00004808315,0.000004217782,0.0001135074,0.000001565243,0.00005552131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590733,"threshold_uncertainty_score":0.007357717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512871140730767,"score_gpt":0.3069386939138944,"score_spread":0.2718099825065867,"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."}}