{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007040506,0.001441324,0.001358328,0.003056458,0.0006349988,0.002627486,0.001326676,0.003297877,0.0278871],"category_scores_gemma":[0.003344913,0.0004485096,0.000663752,0.001647516,0.001130074,0.006322855,0.002236633,0.006005138,0.02241065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503877,"about_ca_system_score_gemma":0.001282007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008902547,"about_ca_topic_score_gemma":0.001404854,"domain_scores_codex":[0.9994844,0.00009726667,0.00009616429,0.00009971592,0.0001817078,0.00004070855],"domain_scores_gemma":[0.9980406,0.0007763583,0.0002100328,0.00008273888,0.0005989896,0.0002913322],"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":[0.00004135219,0.00005863352,0.0002030639,0.004205759,0.00001300125,0.0005264548,0.0001484226,0.0001447271,0.000452003,0.004431301,0.5505422,0.439233],"study_design_scores_gemma":[0.000007604431,0.0000237336,0.0002207017,0.003011464,0.00000786404,0.002128907,0.00007236368,0.0000343105,0.00003012542,0.002017535,0.9924337,0.00001174417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001845116,0.9425409,0.0009788118,0.01860518,0.02621294,0.00003474964,0.0001562851,0.0001863545,0.01110033],"genre_scores_gemma":[0.00207195,0.9123435,0.002039906,0.02492653,0.03830892,0.00006006574,0.000377432,0.00007000184,0.01980182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0278871,"threshold_uncertainty_score":0.09329164,"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."}}