{"id":"W2572579748","doi":"10.4244/eij-d-16-00299","title":"Transcatheter aortic valve replacement with the Portico valve: one-year results of the early Canadian experience","year":2017,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; St. Paul's Hospital","funders":"","keywords":"Medicine; Valve replacement; Regurgitation (circulation); Cardiology; Aortic valve; Internal medicine; Surgery; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690037,0.0001093983,0.0001515562,0.00003146727,0.0002513034,0.00005445795,0.0001786318,0.00002295175,0.00007479482],"category_scores_gemma":[0.00006734079,0.00005971467,0.001665473,0.00004629364,0.0001299144,0.0000796622,0.0000310505,0.00008411039,0.00001828009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006720173,"about_ca_system_score_gemma":0.00007285543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01840283,"about_ca_topic_score_gemma":0.003837152,"domain_scores_codex":[0.9989879,0.00005518001,0.0002468664,0.0002202157,0.000299703,0.0001901454],"domain_scores_gemma":[0.9985133,0.00001087711,0.0002492278,0.001017869,0.00008356239,0.0001251186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000981077,0.000350182,0.992594,0.00006491357,0.001327517,0.000005006829,0.002050813,0.00000231009,0.0002648616,0.0001193206,0.0006355261,0.001604451],"study_design_scores_gemma":[0.001887948,0.0005081085,0.9951516,0.000329142,0.0008104896,0.000006443489,0.0001954354,0.000006514671,0.0006541856,0.00001933183,0.0003687955,0.00006195586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942242,0.00009550415,0.00002549533,0.001834956,0.0001640286,0.0005178579,0.00005310057,0.00001040527,0.003074478],"genre_scores_gemma":[0.9983111,0.000007611825,0.00001635112,0.00008650916,0.00003644642,0.00001350816,0.00001287288,0.00001643843,0.001499134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456568,"threshold_uncertainty_score":0.9881337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516918534984557,"score_gpt":0.3213802181053428,"score_spread":0.2962110327554973,"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."}}