{"id":"W6957588683","doi":"10.60692/0b5cs-mah93","title":"Quantitative aortography for assessment of aortic regurgitation in the era of percutaneous aortic valve replacement","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Regurgitation (circulation); Aortography; Ventricular outflow tract; Valve replacement; Percutaneous; Cardiac catheterization; Balloon; Aortic valve","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":[0.004214409,0.0005443307,0.0005429209,0.002359384,0.0003197354,0.001181245,0.0003661756,0.0006810611,0.002145425],"category_scores_gemma":[0.004732417,0.0002279201,0.0002901133,0.001007049,0.0005536183,0.0007157476,0.0003625418,0.00090442,0.0005221287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574015,"about_ca_system_score_gemma":0.0004803854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006907047,"about_ca_topic_score_gemma":0.00123857,"domain_scores_codex":[0.9988449,0.000596386,0.0001415382,0.0001006182,0.0002451625,0.00007130794],"domain_scores_gemma":[0.9972813,0.001184237,0.0005635162,0.0002044969,0.0005266569,0.0002397382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002495542,0.0002504164,0.8766484,0.000599394,0.0002118966,0.002208478,0.0003965612,0.0005169868,0.03079924,0.00149669,0.003293114,0.08108319],"study_design_scores_gemma":[0.0001205434,0.001922165,0.9483063,0.0006026935,0.0003365196,0.01469688,0.0006255436,0.004779913,0.01065353,0.001648491,0.01620963,0.00009782313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848984,0.0733316,0.0355286,0.002738484,0.001198265,0.0004001491,0.001985031,0.0007130929,0.03512073],"genre_scores_gemma":[0.9666941,0.007802343,0.02124705,0.0006162377,0.0004878278,0.000123053,0.0004279006,0.0000531131,0.002548352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004214409,"threshold_uncertainty_score":0.0222882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258852425428348,"score_gpt":0.3421009291984689,"score_spread":0.2995124049441854,"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."}}