{"id":"W2054430735","doi":"10.1161/circulationaha.110.011973","title":"Reoperation of Left Heart Valve Bioprostheses According to Age at Implantation","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Heart valve; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005528628,0.0000690083,0.0001403929,0.00008584207,0.00004984959,0.000006652303,0.0000141524,0.00003565562,0.00008206679],"category_scores_gemma":[0.00003495736,0.00006408314,0.000256707,0.00008517656,0.00001033821,0.00008560785,0.00001270104,0.00001863474,0.00006977211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008629605,"about_ca_system_score_gemma":0.00001906246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347477,"about_ca_topic_score_gemma":0.000005582206,"domain_scores_codex":[0.9994671,0.00001601427,0.0001528875,0.0001425322,0.0001346605,0.00008676941],"domain_scores_gemma":[0.9996433,0.00001185879,0.00004569788,0.0001467923,0.00008222889,0.00007017143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148938,0.000057777,0.9562142,0.00002943082,0.00008418549,0.000002747591,0.0008058157,0.00002111652,0.04137018,0.00009089346,0.00002486228,0.001183932],"study_design_scores_gemma":[0.0004211587,0.00006779455,0.9861573,0.00004665342,0.0002234784,0.00001828652,0.0001845265,0.00003372633,0.01269573,0.00007250479,0.00002270897,0.00005615161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975607,0.0000551341,0.0002651456,0.00002440762,0.00009221579,0.0004009468,0.0000128821,0.00002884886,0.00155972],"genre_scores_gemma":[0.9992321,0.000005185383,0.0003536769,0.0001000669,0.00004400172,0.00001125034,0.0002099015,0.00001152558,0.0000323407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02994311,"threshold_uncertainty_score":0.2613235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526689900295867,"score_gpt":0.336260047074186,"score_spread":0.2909931480712273,"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."}}