{"id":"W2110732867","doi":"10.1002/ccd.22476","title":"Complex transcatheter paravalvular leak repair","year":2010,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Surgery; Cardiology; Mitral regurgitation; Heart failure; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0001616902,0.0001550252,0.0003319101,0.00009719656,0.0001303765,0.00004032631,0.00004225259,0.00007923749,0.0004160468],"category_scores_gemma":[0.00002767733,0.0001395052,0.01244699,0.000116864,0.00009124324,0.00007483614,0.0000258414,0.0001241354,0.00004466158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001134911,"about_ca_system_score_gemma":0.00001808711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147219,"about_ca_topic_score_gemma":0.000003393669,"domain_scores_codex":[0.9990239,0.00005238756,0.0002364394,0.0003196023,0.0002062995,0.0001613591],"domain_scores_gemma":[0.9991253,0.000007532774,0.00003159972,0.0005535922,0.00009875725,0.0001832158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514708,0.006697951,0.5586935,0.003616637,0.1443374,0.0002369317,0.002125322,0.0001564977,0.05528621,0.02353404,0.003551991,0.201212],"study_design_scores_gemma":[0.003286889,0.0002903356,0.9222128,0.0001689613,0.01029077,0.0002596736,0.0001349926,0.0002864512,0.0003051378,0.0001682899,0.0622375,0.0003582241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799799,0.002789102,0.01247603,0.0001520786,0.0004214645,0.0006746806,0.00009233923,0.0002804392,0.003134017],"genre_scores_gemma":[0.9981582,0.0001746486,0.0004485423,0.0001278039,0.0001052043,0.00008144267,0.0003335029,0.00003008599,0.0005405321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3635193,"threshold_uncertainty_score":0.9974431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214195337066521,"score_gpt":0.3345379236520816,"score_spread":0.3023959702814164,"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."}}