{"id":"W2770932922","doi":"10.4244/eijv13i10a177","title":"Transcatheter or surgical valve replacement: which strategy when bioprosthetic valves fail?","year":2017,"lang":"en","type":"letter","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital","funders":"","keywords":"Medicine; Valve replacement; Prosthesis design; Surgery; Cardiology; Aortic valve; 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":[0.002352366,0.0005300357,0.001662241,0.001005134,0.002505194,0.004320475,0.0009532956,0.03052496,0.00774675],"category_scores_gemma":[0.02737121,0.0004063751,0.001013151,0.0006395997,0.002735767,0.005017418,0.001357324,0.03263393,0.005603319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003128525,"about_ca_system_score_gemma":0.003263575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469335,"about_ca_topic_score_gemma":0.003835478,"domain_scores_codex":[0.9974046,0.0007954231,0.0004226028,0.0003048253,0.0006104778,0.0004620875],"domain_scores_gemma":[0.9924419,0.003834428,0.0007473964,0.000179143,0.001103705,0.001693555],"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":[0.000213661,0.0002008678,0.008583326,0.000231575,0.00007614854,0.02172825,0.0004713294,0.0003332765,0.000497155,0.0144513,0.8753728,0.07784042],"study_design_scores_gemma":[0.0007111851,0.0003071423,0.007197066,0.003410857,0.0002245666,0.06523883,0.003423312,0.002866008,0.0007159131,0.1353798,0.780241,0.0002842976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007432328,0.003130309,0.0001697505,0.9858512,0.006322122,0.000004756154,0.00002044359,0.00001383408,0.00374436],"genre_scores_gemma":[0.02367076,0.006975423,0.0008110904,0.8471641,0.1170857,0.00003587436,0.00006444846,0.00003645696,0.004156146],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03052496,"threshold_uncertainty_score":0.0259155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449374599173576,"score_gpt":0.3575339125311351,"score_spread":0.3130401665393993,"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."}}