{"id":"W2807522587","doi":"10.1016/j.atherosclerosissup.2018.04.225","title":"Observational and Genetic Associations of Cardiovascular Risk Factors with Aortic Stenosis","year":2018,"lang":"en","type":"article","venue":"Atherosclerosis Supplements","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University and Génome Québec Innovation Centre; McGill University Health Centre","funders":"","keywords":"Observational study; Stenosis; Medicine; Cardiology; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.00006470153,0.0001553653,0.0003442208,0.00005126465,0.000141508,0.00001610481,0.00004303525,0.00004274198,0.0001936733],"category_scores_gemma":[0.00003624735,0.000119674,0.0004562581,0.0001673407,0.00009821045,0.00006092215,0.00003673079,0.00004462785,0.000008479719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006811447,"about_ca_system_score_gemma":0.00004766477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092429,"about_ca_topic_score_gemma":0.00001127056,"domain_scores_codex":[0.9987931,0.00004491047,0.0002349318,0.0002597325,0.0004617008,0.0002056673],"domain_scores_gemma":[0.9991869,0.00004253608,0.000126726,0.0003157451,0.0002013268,0.0001267601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002263742,0.0002091238,0.9937478,0.00001480836,0.004815571,3.663085e-7,0.0001899968,0.000007537986,0.0002129769,0.000007461069,0.0001250997,0.0006466159],"study_design_scores_gemma":[0.002169405,0.0004980654,0.9923716,0.00003846057,0.003568277,3.240553e-7,0.0001167065,0.00002624749,0.0009144353,0.00001953605,0.0001733729,0.0001035528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998166,0.0001603579,0.0001219983,0.00002762919,0.00004853348,0.0004252281,0.0009752581,0.00001961919,0.00005538041],"genre_scores_gemma":[0.9981181,0.0002750424,0.001165324,0.00004388911,0.00005326945,0.00004317553,0.0002489095,0.00002739193,0.00002486667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002146768,"threshold_uncertainty_score":0.4880166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496661062881931,"score_gpt":0.3135619335062044,"score_spread":0.2638958272180113,"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."}}