{"id":"W2058558732","doi":"10.1056/nejmicm071210","title":"Starr–Edwards Heart Valves","year":2008,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiology","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":[0.0002171159,0.0005106272,0.0006115935,0.0007654834,0.0009728373,0.0005782449,0.0004429606,0.001695516,0.007048594],"category_scores_gemma":[0.001353188,0.0002222858,0.0005006376,0.0002991457,0.0003845123,0.0007624777,0.0004008999,0.001641493,0.00136867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001358,"about_ca_system_score_gemma":0.0003118342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004340207,"about_ca_topic_score_gemma":0.0008598485,"domain_scores_codex":[0.9997935,0.00002333486,0.00002107497,0.00004792589,0.00004603834,0.00006821288],"domain_scores_gemma":[0.9996582,0.000122758,0.00003369288,0.00001920803,0.00002693619,0.000139188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000160093,0.0002049418,0.02132482,0.00005330072,0.00003067387,0.9573275,0.0002007589,0.0001462654,0.003917742,0.001173937,0.002068859,0.01339113],"study_design_scores_gemma":[0.000031141,0.0003819304,0.0166694,0.00003412592,0.00001804336,0.9766306,0.0001656539,0.0003606521,0.0006208335,0.0006091301,0.004458644,0.00001981309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9241937,0.006866242,0.003516352,0.01146584,0.001451581,0.0001255814,0.0004741024,0.0001803352,0.05172621],"genre_scores_gemma":[0.9835048,0.001600333,0.0009581356,0.002544793,0.0006901047,0.00001263697,0.0002618915,0.00001822228,0.01040912],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007048594,"threshold_uncertainty_score":0.02357996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574712016741157,"score_gpt":0.3440257064316644,"score_spread":0.3182785862642529,"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."}}