{"id":"W3018486016","doi":"10.1001/jamacardio.2020.0722","title":"Preventing Aortic Stenosis by Changing the Way We Think About an Old Disease","year":2020,"lang":"en","type":"letter","venue":"JAMA Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Stenosis; Disease; Cardiology; Internal medicine; Intensive care 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":[0.001804883,0.0005340122,0.0006216819,0.0008436933,0.00405811,0.002561446,0.000740397,0.02167192,0.01950055],"category_scores_gemma":[0.01745784,0.0003361002,0.00077884,0.0004747769,0.00224584,0.004304755,0.001171432,0.02353474,0.01601448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047927,"about_ca_system_score_gemma":0.002934135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005593685,"about_ca_topic_score_gemma":0.01193323,"domain_scores_codex":[0.9980666,0.0005830713,0.0001735136,0.0001449914,0.0007218808,0.0003100001],"domain_scores_gemma":[0.9951097,0.00193909,0.0002838528,0.0001304641,0.0008536991,0.001683076],"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":[0.00004880381,0.0001640061,0.002128425,0.00005654731,0.00001229992,0.001193466,0.0002794263,0.00004149212,0.0003216665,0.001706895,0.9720899,0.02195714],"study_design_scores_gemma":[0.0001893596,0.0002722678,0.007805164,0.0009304273,0.00004351359,0.00814269,0.001145113,0.0004225178,0.0003984669,0.01193571,0.9686414,0.00007325912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009286539,0.001254468,0.0001052666,0.9750968,0.0110087,0.00001064484,0.0000244196,0.00004926379,0.01152172],"genre_scores_gemma":[0.008926651,0.002429994,0.0003976006,0.9386576,0.03153237,0.00003282427,0.00002845486,0.00003697084,0.01795755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02167192,"threshold_uncertainty_score":0.06523585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654474977375149,"score_gpt":0.2961997708185907,"score_spread":0.2796550210448392,"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."}}