{"id":"W2980787689","doi":"10.1016/j.jcin.2019.07.009","title":"The Neo LVOT","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003960756,0.0004698647,0.001125146,0.0001668454,0.0002998239,0.0001877142,0.0003067723,0.0005237026,0.0003623324],"category_scores_gemma":[0.0001546081,0.000324594,0.06438682,0.0002180956,0.0001105341,0.00006344783,0.0001926458,0.00132344,0.002508531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800718,"about_ca_system_score_gemma":0.0001610112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371727,"about_ca_topic_score_gemma":0.000003243678,"domain_scores_codex":[0.9968961,0.0002775643,0.0005531536,0.0006710312,0.00102882,0.0005733246],"domain_scores_gemma":[0.9965824,0.0001670284,0.0001554108,0.002699829,0.0002907983,0.0001044677],"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":[0.00002069668,0.00008174751,0.0009587215,0.0006572414,0.05986511,0.0004855439,0.000008021044,0.000008756178,2.418339e-7,0.00002501477,0.9285294,0.009359477],"study_design_scores_gemma":[0.001417443,0.0001210381,0.01222779,0.0008445068,0.02429084,0.0001783068,0.00002764974,0.000003642049,0.00000270036,0.00006157591,0.9605386,0.0002858632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001718651,0.3726933,0.001108181,0.542147,0.0133617,0.006982805,0.001428584,0.0005905536,0.05996917],"genre_scores_gemma":[0.05154684,0.01037216,0.0002883773,0.564836,0.03163254,0.002945798,0.01298311,0.001048941,0.3243462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3623212,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280406146449898,"score_gpt":0.3474551312747173,"score_spread":0.3146510698102183,"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."}}