{"id":"W4236052814","doi":"10.1007/978-3-030-24174-2_36","title":"Aortic Valve Repair","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Aortic valve; Cardiology; Bicuspid aortic valve; Endocarditis; Cardiac skeleton; Aortic valve repair; Internal medicine; Aortic valve replacement; Surgery; Bicuspid valve; Cusp (singularity); Aorta; Aortic root; Stenosis","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":[0.000224117,0.0006214663,0.0004416546,0.0008226814,0.0007531497,0.001140159,0.0005044325,0.0007764066,0.1380496],"category_scores_gemma":[0.0004985725,0.0002328331,0.0003410222,0.0003929233,0.0003001842,0.0008495427,0.001047509,0.001698219,0.07556062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360811,"about_ca_system_score_gemma":0.0005106771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006427502,"about_ca_topic_score_gemma":0.004014079,"domain_scores_codex":[0.999907,0.0000115265,0.000004316791,0.00001564999,0.0000487023,0.00001279475],"domain_scores_gemma":[0.9998909,0.0000365419,0.000006071041,0.00001203515,0.00002466854,0.00002971255],"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":[0.00001575241,0.00006175918,0.0001425794,0.0002188534,0.000005289305,0.0004602683,0.0001128608,0.0002466647,0.0008484146,0.01934245,0.5628626,0.4156824],"study_design_scores_gemma":[0.000002232895,0.00001395608,0.0002855248,0.0001695009,0.000002412413,0.001081329,0.00002753188,0.00007053534,0.0001041557,0.003661458,0.9945779,0.000003460516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000662007,0.0191699,0.002875597,0.001743439,0.003934055,0.00003003373,0.00014125,0.0001937991,0.9712499],"genre_scores_gemma":[0.002203068,0.01036578,0.00138906,0.001202014,0.001264293,0.00001635137,0.0001616195,0.00005448267,0.9833434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1380496,"threshold_uncertainty_score":0.4618219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206717565464951,"score_gpt":0.3116615311524668,"score_spread":0.2909897746059717,"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."}}