{"id":"W4295045773","doi":"10.1016/s2666-7568(22)00188-x","title":"Live longer and better without aortic valve stenosis","year":2022,"lang":"en","type":"letter","venue":"The Lancet Healthy Longevity","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Edwards Lifesciences","keywords":"Cardiology; Stenosis; Internal medicine; Aortic valve stenosis; Aortic valve; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006982024,0.0002700769,0.000834337,0.0007942701,0.001438081,0.001259064,0.0003754266,0.0009963727,0.06581074],"category_scores_gemma":[0.004597301,0.00009651219,0.0006665206,0.001015716,0.0003151579,0.00197758,0.001360962,0.001767904,0.02034853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854453,"about_ca_system_score_gemma":0.0006108554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002898164,"about_ca_topic_score_gemma":0.004713515,"domain_scores_codex":[0.999477,0.00009067592,0.00004604278,0.00007228612,0.0001369956,0.0001771269],"domain_scores_gemma":[0.998853,0.0001063203,0.000271994,0.00005284835,0.0002543106,0.0004615619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004613824,0.0004853342,0.0681142,0.002729171,0.0004007793,0.001954819,0.00211711,0.00007845524,0.0006986191,0.003927831,0.4595208,0.4595115],"study_design_scores_gemma":[0.0001426792,0.0007954257,0.1279166,0.004834518,0.0004069365,0.005949928,0.003052048,0.0000926532,0.0002691246,0.005057003,0.8513762,0.0001068624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2131597,0.1827602,0.001904619,0.1639594,0.02433577,0.0003030578,0.0365988,0.0009128333,0.3760656],"genre_scores_gemma":[0.4799175,0.1240119,0.003328347,0.07894596,0.01173715,0.000469392,0.02440959,0.0002757188,0.2769044],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06581074,"threshold_uncertainty_score":0.2201589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079877775325758,"score_gpt":0.3540161830454109,"score_spread":0.3132174052921534,"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."}}