{"id":"W3092970163","doi":"10.1016/j.jtcvs.2020.10.001","title":"Essential information on surgical heart valve characteristics for optimal valve prosthesis selection: Expert consensus document from the European Association for Cardio-Thoracic Surgery (EACTS)–The Society of Thoracic Surgeons (STS)–American Association for Thoracic Surgery (AATS) Valve Labelling Task Force","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"European Association for Cardio-Thoracic Surgery; Edwards Lifesciences; Medtronic","keywords":"Medicine; Cardiothoracic surgery; Standardization; Surgery; Medical physics; Computer science","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":[0.01813303,0.001467219,0.004344966,0.004129358,0.0007543726,0.002602793,0.003340531,0.004366223,0.01006514],"category_scores_gemma":[0.03801919,0.0007656552,0.004065372,0.001801639,0.0006973562,0.002185328,0.001259149,0.005775856,0.005285817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467953,"about_ca_system_score_gemma":0.006145258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531533,"about_ca_topic_score_gemma":0.007149918,"domain_scores_codex":[0.9921847,0.001770832,0.003424281,0.0004541534,0.001880848,0.0002851977],"domain_scores_gemma":[0.9669759,0.01866478,0.003904754,0.001118959,0.008319044,0.00101659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006278597,0.0002995381,0.007272518,0.02054503,0.0007900883,0.000464226,0.000399004,0.002352417,0.003390033,0.003923613,0.4599889,0.4999468],"study_design_scores_gemma":[0.001785393,0.0005517739,0.05238904,0.1385748,0.003916865,0.003815327,0.0008301702,0.004695061,0.005329619,0.02237164,0.7653638,0.0003763909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01654647,0.5179147,0.1055664,0.2068076,0.01912037,0.005552948,0.06405086,0.001565767,0.06287496],"genre_scores_gemma":[0.102141,0.2930735,0.3543274,0.08012053,0.02035691,0.00812224,0.1200806,0.001076031,0.02070178],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01813303,"threshold_uncertainty_score":0.09589779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899967522862176,"score_gpt":0.3080286635371227,"score_spread":0.2890289883085009,"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."}}