{"id":"W2316603865","doi":"10.1093/eurheartj/ehw096","title":"Low-gradient aortic stenosis","year":2016,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Stenosis; Internal medicine; Aortic valve stenosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000281492,0.0003431243,0.0007000804,0.0005040743,0.000456409,0.0007452442,0.0002554332,0.0005475722,0.00520101],"category_scores_gemma":[0.001052382,0.00007348818,0.0003280903,0.0003817977,0.00034192,0.0002882896,0.000286333,0.0007379586,0.001678384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127027,"about_ca_system_score_gemma":0.000410608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451649,"about_ca_topic_score_gemma":0.001200177,"domain_scores_codex":[0.9997713,0.00002558053,0.0000268131,0.0000434624,0.00007423471,0.00005854717],"domain_scores_gemma":[0.9996061,0.00007156783,0.0000935438,0.00002317552,0.00006095929,0.0001446224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001552439,0.0006597273,0.5959808,0.002132614,0.0002429185,0.05596799,0.000420991,0.0003940182,0.01972357,0.00512359,0.03680192,0.2809995],"study_design_scores_gemma":[0.0002180262,0.001159427,0.6368765,0.001006037,0.0002360597,0.2914864,0.0003619669,0.001067178,0.003133045,0.004815577,0.05956108,0.00007870766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.825009,0.04695827,0.009172077,0.004062759,0.001357173,0.0003148185,0.002214887,0.0007434702,0.1101676],"genre_scores_gemma":[0.9760959,0.007837946,0.002357682,0.002365726,0.001304448,0.00007298268,0.001511849,0.00006428474,0.008389324],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00520101,"threshold_uncertainty_score":0.01739913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318742687788108,"score_gpt":0.3977634216471161,"score_spread":0.334575994769235,"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."}}