{"id":"W3043305257","doi":"10.1016/j.jcin.2020.05.021","title":"Patient-Specific Computer Simulation in TAVR","year":2020,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Ottawa","funders":"","keywords":"Computer science; Medicine","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":[0.0001063571,0.0004731047,0.001319173,0.0004124324,0.00007957437,0.00009218851,0.0001266254,0.0004308015,0.0004452629],"category_scores_gemma":[0.00003900826,0.0004699158,0.02825127,0.0004076989,0.0000537576,0.0001035543,0.0001585304,0.001146779,0.0006946045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840814,"about_ca_system_score_gemma":0.00006304239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006470076,"about_ca_topic_score_gemma":0.000001608888,"domain_scores_codex":[0.9968283,0.0002846599,0.0007640044,0.0008540198,0.0008501475,0.000418888],"domain_scores_gemma":[0.9983155,0.00007394117,0.0001552758,0.001102018,0.000197049,0.0001562205],"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":[0.00007296365,0.0004341248,0.003629362,0.001352232,0.02366142,0.005292426,0.0001187829,0.005180796,5.973625e-7,0.000007947141,0.9056594,0.05458996],"study_design_scores_gemma":[0.002618508,0.0002781168,0.02483071,0.001543058,0.005748013,0.00004990448,0.00002475813,0.0005871487,0.00000237558,0.00004832899,0.9638283,0.000440841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0372165,0.2910955,0.08734571,0.5155173,0.02100516,0.02452914,0.005435576,0.002374426,0.01548067],"genre_scores_gemma":[0.688714,0.001124641,0.001683251,0.2749029,0.01371426,0.0008672903,0.01740297,0.0005189335,0.001071691],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6514975,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03859549260407262,"score_gpt":0.3268277937714475,"score_spread":0.2882323011673749,"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."}}