{"id":"W3124973138","doi":"10.1016/j.xjtc.2021.01.016","title":"Commentary: Aortic annuloplasty: One size does not fit all","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Techniques","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Medicine; Aortic valve repair; Aortic valve; Aortic root; Cardiology; Internal medicine; Surgery; Aorta","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":[0.003923957,0.001584248,0.002446119,0.001298892,0.002318585,0.002811888,0.004676812,0.03737476,0.01771174],"category_scores_gemma":[0.02648071,0.00100894,0.002000642,0.001042673,0.002866097,0.005556063,0.001528337,0.03730568,0.01483076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480992,"about_ca_system_score_gemma":0.005083241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006434784,"about_ca_topic_score_gemma":0.006290233,"domain_scores_codex":[0.9972416,0.0007001761,0.0003635997,0.0004473403,0.0009970688,0.0002501342],"domain_scores_gemma":[0.9832287,0.008577488,0.0009366803,0.0003252125,0.005172038,0.001759882],"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":[0.00002335008,0.000005675785,0.00002880945,0.0001540192,0.00000770483,0.000137281,0.00002611262,0.00001387875,0.00003190075,0.0002578332,0.9966595,0.002653885],"study_design_scores_gemma":[0.0001364046,0.00006506812,0.0004255476,0.001354298,0.00005300065,0.001025297,0.0002286406,0.0001064844,0.0001575923,0.002042065,0.9943445,0.000061162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001259954,0.00577169,0.0001166193,0.7742495,0.2179677,0.00003326488,0.0002046422,0.00007955993,0.0014509],"genre_scores_gemma":[0.001032627,0.005362163,0.0001664076,0.7409541,0.2469781,0.0000527316,0.00007843772,0.00003885794,0.005336578],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03737476,"threshold_uncertainty_score":0.05925161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294427244618028,"score_gpt":0.3089792206067529,"score_spread":0.2860349481605726,"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."}}