{"id":"W4210353306","doi":"10.14740/cr1308","title":"Quadricuspid Aortic Valve: An Introduction for Clinicians","year":2022,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Regurgitation (circulation); Internal medicine; Stenosis; Aortic valve; Aortic valve replacement; Aortic valve stenosis; Abnormality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002488793,0.0003582734,0.003280745,0.0005804626,0.0003980674,0.0000264798,0.000261309,0.0004433559,0.000375945],"category_scores_gemma":[0.001265702,0.0002878307,0.006852475,0.0006302943,0.0002580684,0.00004439029,0.0002065089,0.001206367,0.0001519057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681703,"about_ca_system_score_gemma":0.001134283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001464886,"about_ca_topic_score_gemma":4.843951e-7,"domain_scores_codex":[0.995131,0.001759064,0.0006100395,0.001130909,0.0005371256,0.0008318227],"domain_scores_gemma":[0.996849,0.001000498,0.0001323168,0.001333158,0.0003198703,0.0003651337],"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":[0.0001402166,0.0001843115,0.0009022226,0.0059533,0.005446885,0.00005781149,0.00001453747,0.000001251949,1.420929e-7,0.0001735248,0.02688723,0.9602386],"study_design_scores_gemma":[0.0005964324,0.001452683,0.0007032849,0.0002321815,0.007446717,0.0002167544,0.0001157054,0.000002044302,5.056319e-8,0.00008724228,0.9889408,0.0002061526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001310868,0.9928575,0.00001891687,0.0001761664,0.001472347,0.003785926,0.0003783768,0.00007534082,0.001104339],"genre_scores_gemma":[0.0001231115,0.9825559,0.00004004798,0.00003588992,0.006401411,0.004184554,0.005225649,0.0001228623,0.001310603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9620535,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112260675356526,"score_gpt":0.5957603785112773,"score_spread":0.2845343109756246,"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."}}