{"id":"W3021366268","doi":"10.1161/jaha.119.015610","title":"Age, Sex, and Valve Phenotype Differences in Fibro‐Calcific Remodeling of Calcified Aortic Valve","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Calcification; Phenotype; Ventricular remodeling; Calcinosis; Heart failure; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007103081,0.000237752,0.0002330296,0.0005536434,0.0002102903,0.000562165,0.000233725,0.0003601149,0.001845038],"category_scores_gemma":[0.002113413,0.0002114585,0.0002820642,0.000394015,0.0002928857,0.0003774925,0.0002837611,0.00032255,0.0003014774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870617,"about_ca_system_score_gemma":0.0001119811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004246561,"about_ca_topic_score_gemma":0.0005580276,"domain_scores_codex":[0.9997024,0.0000819916,0.00003136829,0.00008214139,0.00004843982,0.00005365763],"domain_scores_gemma":[0.998534,0.0003949948,0.0005945466,0.0001306259,0.00008974611,0.000256055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003803295,0.0000203384,0.9977601,0.00000361329,0.00003023337,0.00008221089,0.00005564063,0.00001867351,0.0005509405,0.00002110638,0.00002737172,0.001049372],"study_design_scores_gemma":[0.000006686306,0.0001181498,0.9991032,0.000002393569,0.00001471756,0.0003960355,0.00007562122,0.00006876381,0.00008568002,0.0000472728,0.00007917006,0.000002263037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993413,0.0002862015,0.00005755768,0.000019517,0.000005439921,0.00000199571,0.00007162453,0.000001370532,0.0002150668],"genre_scores_gemma":[0.9996703,0.00007967518,0.0000392619,0.00001394585,0.00001297939,0.000002378861,0.00008911359,0.000001769918,0.00009065256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001845038,"threshold_uncertainty_score":0.00617224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707413248577795,"score_gpt":0.3254363945554856,"score_spread":0.2983622620697077,"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."}}