{"id":"W3096062718","doi":"10.1016/j.jcin.2020.07.042","title":"A New and Improved Transcatheter Aortic Valve for Routine Use?","year":2020,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Cardiology; Internal medicine; Aortic valve; Medicine; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0001260486,0.00054494,0.001498858,0.0001874373,0.0001193783,0.0001655938,0.0001254472,0.0004140773,0.0001623071],"category_scores_gemma":[0.0001773916,0.0004952904,0.07239165,0.0001588977,0.00005287502,0.0001213539,0.00007959602,0.0006767666,0.00004721417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340176,"about_ca_system_score_gemma":0.0001391592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000280988,"about_ca_topic_score_gemma":0.000003736387,"domain_scores_codex":[0.9974818,0.0001112885,0.0005983399,0.0008973469,0.0004327846,0.0004784994],"domain_scores_gemma":[0.9982514,0.0001133163,0.0001327005,0.0009788828,0.0001833862,0.0003402486],"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":[0.0001770637,0.0001912755,0.001933722,0.003959537,0.1807789,0.0001429595,0.0001275405,0.000002430719,0.00001136421,0.00001054888,0.7854342,0.02723051],"study_design_scores_gemma":[0.009234864,0.0008152967,0.02317672,0.001603875,0.1510027,0.0001901528,0.00003440861,0.00007109908,0.00002109587,0.0002872056,0.8127697,0.0007928379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008703881,0.1730399,0.1778113,0.6019494,0.005156826,0.02253001,0.008630205,0.001247049,0.000931391],"genre_scores_gemma":[0.2854311,0.003523431,0.02228427,0.5939509,0.03037138,0.005903194,0.02199749,0.00188073,0.03465749],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2767272,"threshold_uncertainty_score":0.9997499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155751744604527,"score_gpt":0.3265712131537882,"score_spread":0.2850136957077429,"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."}}