{"id":"W3112234790","doi":"10.1016/j.jtcvs.2020.12.010","title":"Commentary: Sutureless bioprosthesis: Simpler than conventional bioprostheses","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute","funders":"","keywords":"Medicine; Cardiology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004923987,0.001443804,0.002530934,0.001095323,0.006772724,0.006269967,0.003408459,0.1413274,0.01210896],"category_scores_gemma":[0.03935431,0.001524886,0.001815055,0.001395525,0.003943844,0.005241857,0.00253444,0.07825119,0.01177869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008122565,"about_ca_system_score_gemma":0.008949295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085676,"about_ca_topic_score_gemma":0.01565994,"domain_scores_codex":[0.9941818,0.001234159,0.0008248452,0.0009777113,0.001848314,0.0009330316],"domain_scores_gemma":[0.9813303,0.01024508,0.001631248,0.0003937812,0.003394532,0.0030051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007830441,0.00001708135,0.0002417747,0.00008599975,0.00002008461,0.001327219,0.0001310666,0.00003880496,0.0001605599,0.001730462,0.9929515,0.003217108],"study_design_scores_gemma":[0.0001939887,0.00008141321,0.0009366494,0.000616178,0.00008479888,0.002637882,0.0005119803,0.0003587026,0.000286128,0.007186888,0.9870045,0.0001009974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002203613,0.00103361,0.0000391403,0.9660859,0.03085421,0.000008194283,0.00004721131,0.00001031539,0.001701026],"genre_scores_gemma":[0.001508574,0.0006470786,0.00009121533,0.9363457,0.05700952,0.0000213044,0.00001917746,0.00001466352,0.00434277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1413274,"threshold_uncertainty_score":0.05893362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305862798694206,"score_gpt":0.2739179208499655,"score_spread":0.2433316409805449,"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."}}