{"id":"W3011246807","doi":"10.14740/cr1013","title":"Early Structural Deterioration of a Sutureless Bioprosthetic Aortic Valve","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valve replacement; Stenosis; Aortic valve; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003650707,0.0003113796,0.0003644964,0.0007986192,0.0004458861,0.0004682868,0.0003940896,0.001035503,0.0009176453],"category_scores_gemma":[0.002490339,0.0001907715,0.0004021552,0.0001682907,0.0004802132,0.0004431171,0.0003673004,0.001229681,0.0003269858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246292,"about_ca_system_score_gemma":0.0002043983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439335,"about_ca_topic_score_gemma":0.0003922442,"domain_scores_codex":[0.9997992,0.00004340848,0.00002556839,0.00003496565,0.00004428034,0.00005245709],"domain_scores_gemma":[0.9985837,0.0004797756,0.0003868802,0.0001235348,0.0001305749,0.0002955268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003524717,0.0002120144,0.375355,0.00007117459,0.00004303232,0.5897639,0.000858995,0.0002299373,0.01428023,0.0003376311,0.0003784749,0.01811699],"study_design_scores_gemma":[0.00001747197,0.001810068,0.2325961,0.00004016302,0.0000542409,0.7579845,0.0002639666,0.0009017797,0.004247749,0.0002543987,0.001802194,0.00002738758],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963273,0.0008753531,0.0008191512,0.0002772804,0.00004118533,0.00001378498,0.00003031471,0.00002213373,0.001593397],"genre_scores_gemma":[0.999153,0.0001137312,0.0001456163,0.0000925171,0.00004709161,0.000002631503,0.00003488888,0.000002265464,0.0004083541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035503,"threshold_uncertainty_score":0.003069818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700100567729834,"score_gpt":0.4292769460046609,"score_spread":0.3592668892316775,"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."}}