{"id":"W2935762571","doi":"10.1080/24748706.2019.1591077","title":"Comparison of 5 Risk Scales in the Results of Aortic Valvular Surgery With Rapid Deployment Prostheses","year":2019,"lang":"en","type":"article","venue":"Structural Heart","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"EuroSCORE; Medicine; Logistic regression; Internal medicine; Stenosis; Cardiology; Surgery; Cardiac surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003705703,0.000132684,0.0006598424,0.0002960166,0.00006890627,0.00004867867,0.0004787826,0.00004561904,0.00004712588],"category_scores_gemma":[0.001661639,0.00006343127,0.0001729041,0.001361932,0.0002715733,0.0001390316,0.00005152769,0.0001615923,0.00002341203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001664452,"about_ca_system_score_gemma":0.00006737339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370412,"about_ca_topic_score_gemma":0.0004122076,"domain_scores_codex":[0.9959106,0.0006831269,0.001111127,0.0003660889,0.001696648,0.000232413],"domain_scores_gemma":[0.9942235,0.004096779,0.00059886,0.0008249245,0.0002217095,0.00003425164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043357,0.0000388614,0.9872069,0.00001058263,0.000013906,9.385919e-7,0.001618465,0.002781351,0.0008240025,0.00005829771,0.0003676792,0.00687463],"study_design_scores_gemma":[0.0002706748,0.000159291,0.9817257,0.00006280762,0.00002463625,0.000005153158,0.001783617,0.006720587,0.00759611,0.00138411,0.0001647367,0.0001025867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988349,0.0003201431,0.0000133685,0.0003118075,0.0001010489,0.0002509972,0.00002025139,0.000008742235,0.0001387309],"genre_scores_gemma":[0.9995077,0.000004877672,0.0004129304,0.00003142199,0.00001383689,0.00000231846,0.000003271263,0.000006331726,0.00001733361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006772107,"threshold_uncertainty_score":0.2586652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697471880547929,"score_gpt":0.3876837335168732,"score_spread":0.3179365454620803,"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."}}