{"id":"W2803238108","doi":"10.1016/j.jcmg.2018.03.011","title":"Valve-in-Valve Procedure in Failed Transcatheter Aortic Valves","year":2018,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Valve replacement; Medicine; Stenosis; Cardiology; Aortic valve stenosis; Internal medicine; Aortic valve; Surgery","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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0004685016,0.0003684818,0.0009048075,0.0003757622,0.0000744859,0.00006139861,0.0001287652,0.00008795063,0.00009253142],"category_scores_gemma":[0.00009268735,0.0003319049,0.01008059,0.0005589453,0.0001183588,0.000232606,0.00005133827,0.000245334,0.0001445208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264325,"about_ca_system_score_gemma":0.0001782921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679682,"about_ca_topic_score_gemma":0.00001776352,"domain_scores_codex":[0.9973791,0.000123913,0.0004348188,0.0007560709,0.0006305111,0.0006755716],"domain_scores_gemma":[0.9986755,0.00003202233,0.0000508335,0.0008870687,0.0001339897,0.0002205851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001251008,0.0003340797,0.9612585,0.0002151094,0.006810699,0.0001468422,0.0009982851,0.00004582834,0.0001858074,0.0000166913,0.0001297547,0.02973329],"study_design_scores_gemma":[0.0052238,0.00006066651,0.9872404,0.0003941288,0.004134299,0.0000772233,0.0004105741,0.0004306808,0.0003931117,0.0001754458,0.001105495,0.0003541216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718211,0.02147993,0.0002365755,0.0002437826,0.0003314821,0.001140615,0.00001364323,0.0001232488,0.004609616],"genre_scores_gemma":[0.9984058,0.0002039671,0.0003145688,0.0003045155,0.0004282329,0.0001591379,0.00003878544,0.00008442165,0.00006056027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937916,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009400159622475897,"score_gpt":0.2965792791413607,"score_spread":0.2871791195188848,"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."}}