{"id":"W2685984813","doi":"10.1016/j.jcin.2017.05.012","title":"LOTUS Valve","year":2017,"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":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Lotus; Botany; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0003030001,0.0006049749,0.001734845,0.0003336417,0.0003343625,0.0002245038,0.0003755937,0.0008037788,0.0009294095],"category_scores_gemma":[0.0002078947,0.0005587738,0.1158701,0.0001052749,0.0001466406,0.0001256203,0.0002429772,0.001401621,0.001867073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003327301,"about_ca_system_score_gemma":0.0001848768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135674,"about_ca_topic_score_gemma":0.000002605627,"domain_scores_codex":[0.9966305,0.0001883238,0.0005657112,0.000928142,0.001074321,0.0006129796],"domain_scores_gemma":[0.9953278,0.00004108717,0.000265746,0.003782168,0.0003561889,0.0002270504],"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":[0.00001560899,0.0001868023,0.0016355,0.001332283,0.1040411,0.003066048,0.00001070366,0.000003680826,2.990873e-7,0.000009005378,0.881672,0.008026916],"study_design_scores_gemma":[0.002042343,0.000137588,0.03688799,0.001944979,0.05625438,0.0004514942,0.00001105897,0.000001475298,0.000004858653,0.00009745966,0.9017222,0.0004441683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004576219,0.4503362,0.002896985,0.3298631,0.01759009,0.009105675,0.005311782,0.001508148,0.1788118],"genre_scores_gemma":[0.218998,0.007108014,0.001465283,0.4203109,0.06903419,0.004386777,0.03970677,0.001975504,0.2370146],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4432282,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954867475276431,"score_gpt":0.3723698968497661,"score_spread":0.3228212220970018,"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."}}