{"id":"W2937211513","doi":"10.1016/j.jcin.2019.02.022","title":"Classical and Paradoxical Low-Flow, Low-Gradient Aortic Stenosis","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Stenosis; Cardiology; Internal medicine; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002683771,0.0006935185,0.002030775,0.0003479727,0.0001474871,0.0001491683,0.0001920097,0.0008369914,0.0004078281],"category_scores_gemma":[0.0001345424,0.0006061898,0.03559761,0.0002441656,0.0001925124,0.00009928183,0.000254505,0.001458853,0.0008027009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556531,"about_ca_system_score_gemma":0.000130561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005207833,"about_ca_topic_score_gemma":0.000001108473,"domain_scores_codex":[0.9958019,0.0003149181,0.0008013257,0.001200718,0.001147883,0.0007332303],"domain_scores_gemma":[0.997323,0.0001283791,0.0001617712,0.001846912,0.000213634,0.0003263485],"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":[0.0001037521,0.001070693,0.01131178,0.005535131,0.08150427,0.002235666,0.00004878049,0.00003664361,0.000002612411,0.00002401559,0.8798463,0.01828035],"study_design_scores_gemma":[0.008755502,0.0008838534,0.2192542,0.007686476,0.08402119,0.0004622898,0.00008871604,0.0003254835,0.00001725678,0.00009553973,0.6769098,0.001499658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3571269,0.1796969,0.006378622,0.4017883,0.01630359,0.0173995,0.005960895,0.00147524,0.01387003],"genre_scores_gemma":[0.7584218,0.004912109,0.0008562979,0.1854804,0.01349895,0.002228846,0.01128558,0.0008894819,0.02242649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4012949,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326964891287734,"score_gpt":0.3119865194622982,"score_spread":0.2887168705494209,"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."}}