{"id":"W4415592170","doi":"10.1016/j.pcad.2025.10.006","title":"Outcomes of TAVR in severe aortic stenosis: Very low gradient is not necessarily good news","year":2025,"lang":"en","type":"article","venue":"Progress in Cardiovascular Diseases","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Aortic valve; MEDLINE; Aortic valve replacement; Heart failure; Severity of illness","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001550486,0.0003543469,0.001452409,0.0004189758,0.00004265651,0.00003452846,0.0001731734,0.000110785,0.00002777599],"category_scores_gemma":[0.0001095621,0.0003062533,0.004084005,0.0007241378,0.0001452721,0.0001240216,0.0001521527,0.0001465621,0.000009683393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211624,"about_ca_system_score_gemma":0.0002556634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003060994,"about_ca_topic_score_gemma":0.000009219748,"domain_scores_codex":[0.997416,0.0001491844,0.000575439,0.0006433763,0.0007540423,0.0004619384],"domain_scores_gemma":[0.9984071,0.0000791419,0.00009156169,0.001080942,0.0001246738,0.0002166046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003549291,0.001674071,0.9152454,0.001004986,0.009710041,0.0001994942,0.0000810065,0.00009270728,4.84184e-7,0.00004393938,0.0001450737,0.07144786],"study_design_scores_gemma":[0.006196124,0.00007924875,0.9856784,0.00088844,0.006104881,0.000002480298,0.00024606,0.00004997347,0.00009250578,0.0001228315,0.0003013219,0.0002377853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983632,0.09915045,0.00000760292,0.0003232356,0.0002896881,0.001163131,0.0002359589,0.00005327764,0.0004134441],"genre_scores_gemma":[0.9973704,0.001496551,0.00005567869,0.0003474792,0.00004010043,0.000491667,0.00008271141,0.00003463486,0.00008082109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09900714,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021409167600934,"score_gpt":0.3057215735885689,"score_spread":0.2955074819125596,"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."}}