{"id":"W3215665630","doi":"10.1161/circ.144.suppl_1.13158","title":"Abstract 13158: Improving Clinical Outcomes by Implementing a Multi-Disciplinary Pulmonary Vein Stenosis Team","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Toronto General Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Pulmonary vein stenosis; Stenosis; Cardiology; Internal medicine; Pulmonary vein; Intensive care medicine; Radiology; Atrial fibrillation","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":[0.002260532,0.0001756766,0.0002194425,0.0004708863,0.0005355406,0.0009312966,0.0006197822,0.0004177331,0.004394283],"category_scores_gemma":[0.008131871,0.0001246997,0.0004169891,0.0003127321,0.0003102891,0.0007795131,0.002231631,0.0007150348,0.0003756776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080028,"about_ca_system_score_gemma":0.003103896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779471,"about_ca_topic_score_gemma":0.002520635,"domain_scores_codex":[0.9982308,0.0006645671,0.0001848311,0.0002203577,0.0003435008,0.0003559829],"domain_scores_gemma":[0.9940605,0.0008930163,0.001928568,0.0001679411,0.0004988303,0.002451159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002641695,0.0009860634,0.8666426,0.0003661902,0.0001121719,0.0003913585,0.0004274274,0.0004842434,0.0006270891,0.0002202353,0.006127762,0.1233507],"study_design_scores_gemma":[0.0001571441,0.001516057,0.9898494,0.0005828213,0.00007482948,0.001123842,0.0009878528,0.0008537303,0.0004617012,0.0002032325,0.004174008,0.00001527165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872721,0.001294291,0.001742153,0.003488784,0.0002439012,0.0002140651,0.0003129496,0.00007847757,0.00535336],"genre_scores_gemma":[0.9954029,0.0005665371,0.002399486,0.0004636667,0.0002069128,0.0001664933,0.0003855663,0.00001144172,0.0003969164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004394283,"threshold_uncertainty_score":0.01470035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563966121810499,"score_gpt":0.3640274015500505,"score_spread":0.3083877403319455,"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."}}