{"id":"W4387934488","doi":"10.1016/j.jcjd.2023.10.056","title":"FIVE-YEAR BIOPROSTHETIC VALVE DYSFUNCTION AFTER SURGERY OR SELF-EXPANDING TRANSCATHETER AORTIC VALVE IMPLANTATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Internal medicine; Endocarditis; Prosthesis; Surgery; Incidence (geometry); Randomized controlled trial; Aortic valve; Heart valve","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007182327,0.0005055257,0.0007450531,0.00129982,0.001040365,0.001242998,0.0006018996,0.001367253,0.002220551],"category_scores_gemma":[0.002328804,0.0002460052,0.001889767,0.001029499,0.0005957127,0.001109303,0.000952817,0.00170799,0.0002991382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009688922,"about_ca_system_score_gemma":0.00113701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009528649,"about_ca_topic_score_gemma":0.008755426,"domain_scores_codex":[0.9992643,0.00006707053,0.00007943006,0.0000940165,0.00008804525,0.0004070666],"domain_scores_gemma":[0.9975068,0.0003154646,0.0007499423,0.000118376,0.0002537432,0.001055593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001709832,0.0002643001,0.9913667,0.00002564,0.0001952883,0.00339163,0.0001483837,0.0001440643,0.0001922012,0.0000764905,0.0001538981,0.002331565],"study_design_scores_gemma":[0.00003146636,0.0008543557,0.9961098,0.00001535286,0.00015353,0.001825536,0.0003902321,0.0002011836,0.00005652186,0.000105388,0.0002262201,0.00003051185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983686,0.0003542363,0.00007801437,0.00007887544,0.00004308519,0.000007907816,0.0003286113,0.000004638009,0.000735998],"genre_scores_gemma":[0.998789,0.0001327629,0.00001852771,0.00005622154,0.00004361742,0.000004598483,0.0006606415,0.000001044539,0.0002936021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009528649,"threshold_uncertainty_score":0.01894635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273000081627334,"score_gpt":0.2704545940963552,"score_spread":0.2577245932800818,"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."}}