{"id":"W2325376798","doi":"10.1016/j.cjca.2014.07.181","title":"DISCORDANT GRADING OF AORTIC STENOSIS SEVERITY: ECHOCARDIOGRAPHIC PREDICTORS OF SURVIVAL BENEFIT FROM AORTIC VALVE REPLACEMENT","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Aortic valve replacement; Cardiology; Ejection fraction; Internal medicine; Stenosis; Hazard ratio; Concomitant; Body surface area; Aortic valve stenosis; Heart failure; Confidence interval","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":[0.001176427,0.0004142577,0.0005694284,0.000911155,0.0004519863,0.001424581,0.0005747574,0.001062702,0.001508041],"category_scores_gemma":[0.007557409,0.0002300902,0.0004808815,0.0007341862,0.0005539028,0.0005901319,0.0005806856,0.0009920553,0.0003254985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779138,"about_ca_system_score_gemma":0.0004501871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985611,"about_ca_topic_score_gemma":0.00370823,"domain_scores_codex":[0.9991,0.0002880596,0.0001319216,0.000153807,0.0001660514,0.0001601971],"domain_scores_gemma":[0.9944194,0.001712269,0.00188687,0.0004670173,0.0004429033,0.001071585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000332578,0.00003761326,0.9971434,0.000005801922,0.00006356715,0.000103276,0.00005648617,0.0000684228,0.0003867152,0.00004624093,0.00008708642,0.001668669],"study_design_scores_gemma":[0.00001187697,0.00007398333,0.9989519,0.000006049315,0.00003960583,0.0002059666,0.0001206726,0.0003275927,0.00005929791,0.0001371993,0.00005908577,0.000006846357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979413,0.0003304464,0.0001071597,0.0001727098,0.00003052536,0.000005422471,0.0001210477,0.000003833384,0.001287569],"genre_scores_gemma":[0.9995869,0.00005165767,0.00007836723,0.00003819703,0.00004889292,0.000001526241,0.0001308278,0.000002051326,0.00006163463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001985611,"threshold_uncertainty_score":0.006221652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799773800603661,"score_gpt":0.2320915245203783,"score_spread":0.2140937865143417,"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."}}