{"id":"W4318718159","doi":"10.1016/j.acvd.2023.01.002","title":"Aortic stenosis progression: Still a long way to go","year":2023,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Medicine; Myocardial infarction; Internal medicine; Stroke (engine); Incidence (geometry); Cardiology; Cancer; Population","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":[0.01542087,0.00155967,0.007881567,0.002432007,0.004378124,0.01067519,0.003391385,0.01365133,0.01751116],"category_scores_gemma":[0.02351222,0.0006539632,0.002670819,0.001815135,0.004233674,0.01663269,0.003658548,0.01778632,0.006043195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034169,"about_ca_system_score_gemma":0.01323373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005577137,"about_ca_topic_score_gemma":0.01254287,"domain_scores_codex":[0.9934645,0.002201562,0.001415462,0.000893341,0.001367932,0.0006570486],"domain_scores_gemma":[0.9544419,0.02104342,0.002721905,0.001487996,0.01421605,0.006088737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00108734,0.0005469091,0.009353509,0.008794295,0.0008908878,0.0006611078,0.0006652636,0.0004551687,0.0008167663,0.01814046,0.3168246,0.6417636],"study_design_scores_gemma":[0.000576991,0.002250074,0.03581298,0.05710633,0.003677142,0.002500651,0.0154692,0.002432537,0.0007430388,0.1240757,0.7542195,0.001135942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002307771,0.5525733,0.002248829,0.419126,0.02000993,0.00004205576,0.0005071928,0.0003706623,0.002814229],"genre_scores_gemma":[0.08818869,0.5524618,0.01630016,0.2433749,0.08743341,0.0002195221,0.001837906,0.0002842765,0.00989928],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01751116,"threshold_uncertainty_score":0.08155435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235233119302397,"score_gpt":0.3100444636573058,"score_spread":0.2976921324642818,"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."}}