{"id":"W2605453723","doi":"10.1161/circinterventions.116.004392","title":"Matched Comparison of Self-Expanding Transcatheter Heart Valves for the Treatment of Failed Aortic Surgical Bioprosthesis","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiology; Aortic valve; Heart valve; Internal medicine; Propensity score matching; Surgery; Stroke (engine); Hemodynamics","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":[0.002681191,0.0004085012,0.001056766,0.0004492512,0.0001502838,0.0005740495,0.0005383051,0.0007503451,0.002184317],"category_scores_gemma":[0.006161183,0.0002950466,0.001368509,0.0003249646,0.0003473466,0.0003705178,0.0003871619,0.0005196183,0.0002772036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860893,"about_ca_system_score_gemma":0.0002953812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172521,"about_ca_topic_score_gemma":0.0002942864,"domain_scores_codex":[0.9977371,0.001170242,0.0002998392,0.0004297538,0.0002217567,0.0001413803],"domain_scores_gemma":[0.9967549,0.001431208,0.0008618386,0.0003985167,0.000167578,0.0003860082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6620744,0.004447721,0.2707767,0.0007963609,0.01545321,0.0003689262,0.0002770494,0.001572397,0.008423815,0.0006800135,0.0008251558,0.03430421],"study_design_scores_gemma":[0.0658946,0.1713427,0.7377152,0.0001402538,0.00814291,0.0007740067,0.0003532194,0.00872784,0.003363912,0.001235573,0.002218929,0.00009080612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981633,0.0007383037,0.0004432831,0.00002323703,0.00007936851,0.0001031104,0.0001715125,0.000004455221,0.0002734895],"genre_scores_gemma":[0.9988735,0.0001889627,0.0002625454,0.00005432075,0.00006652826,0.00009186611,0.0003578724,0.000002372811,0.0001018778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002681191,"threshold_uncertainty_score":0.01417971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183898360872723,"score_gpt":0.4100108091140516,"score_spread":0.3381718255053244,"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."}}