{"id":"W3113293300","doi":"10.1016/j.jtcvs.2020.11.145","title":"Commentary: The problem of valve prosthesis–patient mismatch revisited","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prosthesis; 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":[0.00639256,0.001048509,0.002286749,0.001393165,0.00527173,0.005724669,0.00335655,0.1106703,0.009937113],"category_scores_gemma":[0.05963494,0.001292552,0.001409986,0.001532557,0.004466179,0.006608565,0.002931489,0.0666149,0.008342967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005459049,"about_ca_system_score_gemma":0.007449328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061138,"about_ca_topic_score_gemma":0.01015912,"domain_scores_codex":[0.9929738,0.002605136,0.000903615,0.001057762,0.001685543,0.0007741525],"domain_scores_gemma":[0.9715943,0.01808709,0.001908754,0.0006094013,0.00456856,0.003231999],"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":[0.00003657179,0.00001254195,0.0003196406,0.00006345477,0.00001688684,0.001682976,0.0001364906,0.00004377705,0.00006237753,0.001898193,0.9920486,0.003678569],"study_design_scores_gemma":[0.0002036129,0.00005907915,0.001067642,0.0009627185,0.0000823088,0.004492111,0.0008610414,0.0006041004,0.0001946276,0.01667436,0.9746565,0.0001418923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001292618,0.0006151688,0.00004715694,0.9774287,0.02080727,0.000004139958,0.00002799514,0.00001020229,0.0009300681],"genre_scores_gemma":[0.001762128,0.0005185383,0.0001008063,0.9376811,0.05843089,0.00001522003,0.00001415219,0.00001477363,0.001462339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1106703,"threshold_uncertainty_score":0.03960842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762200610075499,"score_gpt":0.2858780773374601,"score_spread":0.2682560712367051,"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."}}