{"id":"W4388272620","doi":"10.1016/j.jcjd.2023.10.291","title":"DESIGN AND CHARACTERIZATION OF A PATIENT-CUSTOMIZABLE POLYMERIC CARDIAC VALVE PROSTHESIS FOR SURGICAL OR TRANSCATHETER 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":"","funders":"","keywords":"Medicine; Prosthesis; Cardiac valve; Characterization (materials science); Surgery; Nanotechnology","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":[0.0003466475,0.0003676504,0.0002246939,0.0003658505,0.0001737415,0.0005180163,0.0005181064,0.0006852298,0.0008374178],"category_scores_gemma":[0.0005346799,0.0001887523,0.0003885705,0.0001635792,0.0001962528,0.0002801426,0.000251273,0.0003482508,0.0004102589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959889,"about_ca_system_score_gemma":0.0002983271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263293,"about_ca_topic_score_gemma":0.0002824067,"domain_scores_codex":[0.9996787,0.00003517827,0.00002452047,0.00006194371,0.0001568194,0.00004282377],"domain_scores_gemma":[0.9996365,0.00004377324,0.0001220902,0.00004717672,0.00008751797,0.00006291251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009050859,0.0001360435,0.0009170666,0.0001382002,0.00002461277,0.0003163927,0.00004237577,0.001905916,0.9851178,0.0002761574,0.0002713142,0.01076362],"study_design_scores_gemma":[0.0000742772,0.003226796,0.01309534,0.0000292975,0.0001482621,0.002320789,0.00007906812,0.02062986,0.9412543,0.0001888387,0.01887427,0.0000789639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139882,0.00191594,0.0771758,0.0003251935,0.0004301151,0.0004087142,0.000485984,0.0006227696,0.004647231],"genre_scores_gemma":[0.9536436,0.000466555,0.04161863,0.0001990462,0.00005388527,0.0001324053,0.0002990124,0.00007337558,0.003513502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008374178,"threshold_uncertainty_score":0.002801418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135224320024361,"score_gpt":0.2627829543664439,"score_spread":0.2492605223640078,"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."}}