{"id":"W3202616356","doi":"10.1097/hco.0000000000000935","title":"Current and future transcatheter aortic valve replacement valves","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research","keywords":"Valve replacement; SAFER; Perioperative; Current (fluid); Aortic valve replacement","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":[0.0001173501,0.0002114698,0.000544666,0.0001002462,0.00004392345,0.00001352062,0.00003814097,0.00008675204,0.00008560765],"category_scores_gemma":[0.00002575433,0.0001834065,0.001401105,0.0001511731,0.00006562204,0.00003884462,0.00005511625,0.0002304965,0.00001965635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009197924,"about_ca_system_score_gemma":0.0001514525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002280362,"about_ca_topic_score_gemma":1.91223e-7,"domain_scores_codex":[0.9985275,0.0001546484,0.0003100184,0.0005222518,0.0001758427,0.0003097857],"domain_scores_gemma":[0.9992729,0.00004724346,0.0000503489,0.0003652922,0.00008377885,0.0001804472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531421,0.0002938703,0.8870187,0.0004949481,0.0007578236,0.000003474742,0.000210731,0.000004552436,0.00001927916,0.0007204528,0.001995658,0.1083273],"study_design_scores_gemma":[0.002757291,0.0001510897,0.8870724,0.0002422171,0.0004535596,0.00007708576,0.0001674226,0.00001518097,0.00001361666,0.000384394,0.1084957,0.0001699908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.69348,0.2866238,0.000128971,0.001198143,0.01718008,0.0006790726,0.0001148596,0.00005869905,0.0005364462],"genre_scores_gemma":[0.9410171,0.05608605,0.00004196807,0.00004780374,0.002126276,0.0001358957,0.0005124655,0.00002207413,0.00001035336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475372,"threshold_uncertainty_score":0.7479101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539790965380827,"score_gpt":0.3831181661312387,"score_spread":0.3477202564774304,"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."}}