{"id":"W4224209775","doi":"10.1016/j.acvd.2022.04.001","title":"TAVI in 2022: Remaining issues and future direction","year":2022,"lang":"en","type":"review","venue":"Archives of cardiovascular diseases","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Stenosis; Regurgitation (circulation); Cardiology; Aortic valve replacement; Internal medicine; Population; Surgery; Atrioventricular block","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":[0.002450873,0.0008795782,0.002792792,0.001590432,0.0004442632,0.003643197,0.001153252,0.003168799,0.01381918],"category_scores_gemma":[0.004083919,0.0003731629,0.001317415,0.001899292,0.0009136507,0.003497057,0.001319058,0.003712313,0.003912277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151153,"about_ca_system_score_gemma":0.005709238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981541,"about_ca_topic_score_gemma":0.005495072,"domain_scores_codex":[0.999329,0.0001477849,0.0001545252,0.0001071528,0.0001746662,0.00008694814],"domain_scores_gemma":[0.9975089,0.001269053,0.0003579516,0.00003685939,0.000597109,0.0002302157],"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":[0.0002710253,0.00007456772,0.0004359465,0.03025922,0.0002100789,0.0002347323,0.00009032044,0.0003293623,0.000438401,0.007092718,0.1085687,0.8519948],"study_design_scores_gemma":[0.00009600307,0.0001449321,0.001220562,0.02044979,0.0004704368,0.0007477757,0.0002002785,0.0001926651,0.00009909532,0.004038781,0.9723021,0.0000376766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005646909,0.9960628,0.00005339451,0.002153059,0.001077798,0.000002653678,0.00003775349,0.000008216372,0.0005478347],"genre_scores_gemma":[0.0007034123,0.9943314,0.0002098725,0.00232424,0.001875578,0.000007028879,0.00007583867,0.000003830452,0.0004688369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01381918,"threshold_uncertainty_score":0.04622978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687383068068288,"score_gpt":0.3331924832034492,"score_spread":0.3163186525227664,"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."}}