{"id":"W2327406708","doi":"10.1016/s0735-1097(16)32165-9","title":"IMPACT OF PARAVALVULAR REGURGITATION ASSESSED BY A 5-CLASS GRADING SCHEME ON 1-YEAR OUTCOMES IN THE PARTNER-II SAPIEN 3 HIGH RISK / OPERABLE COHORT","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cohort; Grading (engineering); Internal 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":[0.0007798958,0.0004550799,0.0005513103,0.0004659967,0.0003019903,0.001004737,0.0004567589,0.000525015,0.002064632],"category_scores_gemma":[0.00181329,0.0002167017,0.00109708,0.0003168877,0.0003656559,0.0008288614,0.0007999479,0.001186954,0.0003194097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560138,"about_ca_system_score_gemma":0.0003790267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503337,"about_ca_topic_score_gemma":0.002926852,"domain_scores_codex":[0.9995683,0.00008030391,0.00003165804,0.0001339458,0.00006169364,0.0001240773],"domain_scores_gemma":[0.9990463,0.0001725058,0.0002835144,0.0001163476,0.00004865211,0.0003326341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001382902,0.0001311051,0.992939,0.0000110065,0.0002458931,0.000161324,0.00004881079,0.0002407639,0.0004328279,0.0001279443,0.0003163559,0.003962023],"study_design_scores_gemma":[0.00005752171,0.0004360235,0.997311,0.00001072876,0.0001956774,0.0002627496,0.0001965149,0.001065195,0.00008164925,0.0001956459,0.000171671,0.00001563479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988908,0.0001315422,0.00009327623,0.00005427643,0.00001876026,0.000004429037,0.0001845484,0.000003973318,0.0006183746],"genre_scores_gemma":[0.9991437,0.00007025911,0.00005475862,0.00003661792,0.00003977723,0.000004444219,0.0004498606,0.000004958188,0.000195537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064632,"threshold_uncertainty_score":0.006906927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059213794078842,"score_gpt":0.3347416080667668,"score_spread":0.3241494701259784,"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."}}