{"id":"W3082194726","doi":"10.1080/24748706.2020.1817643","title":"Mixed Aortic Valve Disease: A Diagnostic Challenge, a Prognostic Threat","year":2020,"lang":"en","type":"article","venue":"Structural Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Regurgitation (circulation); Stenosis; Cardiology; Asymptomatic; Internal medicine; valvular heart disease; Radiology; Ejection fraction; Aortic valve stenosis; Magnetic resonance imaging; Disease; Heart failure","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":[0.006940002,0.0007128915,0.001994617,0.001921681,0.001573883,0.00298294,0.001193968,0.003116224,0.002857544],"category_scores_gemma":[0.02440728,0.0003240998,0.0003904553,0.0008227787,0.002484052,0.005797896,0.001604168,0.005635099,0.001270264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007087148,"about_ca_system_score_gemma":0.001515739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005049179,"about_ca_topic_score_gemma":0.001471004,"domain_scores_codex":[0.9975534,0.001001859,0.0003260474,0.0002992299,0.0006258608,0.0001936238],"domain_scores_gemma":[0.9853927,0.006467637,0.001501653,0.0007179328,0.003136435,0.002783563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001248873,0.0002824149,0.1966909,0.001520638,0.0002480347,0.01156805,0.001136374,0.000506166,0.002683434,0.01242513,0.09668668,0.6750033],"study_design_scores_gemma":[0.0006096149,0.002571156,0.1832965,0.01753134,0.001066994,0.3155575,0.01967403,0.009243771,0.00268317,0.2029513,0.2440395,0.0007751978],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08278776,0.3035297,0.01408217,0.5795634,0.009257903,0.00009988985,0.0003705268,0.0002158124,0.01009273],"genre_scores_gemma":[0.7374241,0.1239137,0.03020601,0.05386146,0.051437,0.00015016,0.0007458699,0.00007203003,0.002189666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006940002,"threshold_uncertainty_score":0.03670269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900581020548751,"score_gpt":0.3282613297068042,"score_spread":0.2992555195013167,"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."}}