{"id":"W4310331791","doi":"10.4244/eij-d-22-00914","title":"Clinical outcomes of the ACURATE neo2 transcatheter heart valve: a prospective, multicentre, observational, post-market surveillance study","year":2023,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Princess Margaret Cancer Foundation; Boston Scientific Corporation","keywords":"Medicine; Observational study; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006015584,0.0001683738,0.0004200601,0.00006525117,0.00007520927,0.00001953881,0.00009986246,0.00003836957,0.0002094654],"category_scores_gemma":[0.0004436398,0.0001123209,0.004298253,0.0003158257,0.00005316164,0.00008086312,0.0000654723,0.0001297218,0.0001239514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000379752,"about_ca_system_score_gemma":0.00003775044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007974161,"about_ca_topic_score_gemma":0.00007416496,"domain_scores_codex":[0.9980668,0.0004002968,0.0005996497,0.0003424462,0.0003972208,0.000193571],"domain_scores_gemma":[0.9987957,0.0002062029,0.0001819668,0.0004785226,0.000254542,0.00008303952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003277128,0.001846447,0.9939209,0.00006153705,0.001506297,0.000003369832,0.0001401862,0.0000043781,0.00006062478,0.000008724692,0.001822247,0.0002976055],"study_design_scores_gemma":[0.003466114,0.0004398236,0.9947793,0.00009716702,0.0005532652,0.000003088073,0.0001449597,0.00004119146,0.000009927021,0.00003572829,0.0003403201,0.0000890371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996581,0.00009473165,0.0000132444,0.0008178696,0.0006423393,0.001384798,0.000167501,0.00008488823,0.0002136612],"genre_scores_gemma":[0.9959363,0.00001987772,0.00003731014,0.0001603585,0.00005363579,0.00002097707,0.0001168316,0.00002888714,0.003625765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003878193,"threshold_uncertainty_score":0.4580312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.083039586707176,"score_gpt":0.4318413487210672,"score_spread":0.3488017620138912,"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."}}