{"id":"W3028129462","doi":"10.1053/j.semtcvs.2020.04.006","title":"Lights and Shadows on the Ross Procedure: Biological Solutions for Biological Problems","year":2020,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Aortic root; Biocompatibility; Population; Dilation (metric space); Aorta; Aortic valve; Biomedical engineering; Surgery; 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":[0.0009545457,0.001063189,0.002133351,0.00199714,0.0003448596,0.001603711,0.001149303,0.002169697,0.005491151],"category_scores_gemma":[0.001495175,0.0002949059,0.001068754,0.001254854,0.001250223,0.002011872,0.0009216334,0.003291266,0.002164104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006100755,"about_ca_system_score_gemma":0.0008845963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012129,"about_ca_topic_score_gemma":0.001935094,"domain_scores_codex":[0.9996653,0.00009113955,0.00004221939,0.00006417411,0.0001024338,0.00003479313],"domain_scores_gemma":[0.9992827,0.0005268985,0.00006455317,0.00001714989,0.00007535775,0.00003333721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001644457,0.00007095509,0.0001334243,0.01633753,0.0001294209,0.0002396528,0.00006454388,0.0002764338,0.0009742148,0.005550257,0.03283651,0.9432226],"study_design_scores_gemma":[0.00008375286,0.000198926,0.001344764,0.01040298,0.0003016574,0.00219253,0.000114265,0.0001676237,0.0006592362,0.006188452,0.9782893,0.00005637098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000481693,0.9989606,0.00008551091,0.0002484183,0.0002511817,0.000001865578,0.000005415558,0.00000358697,0.0003952058],"genre_scores_gemma":[0.0006915567,0.9975285,0.0002051286,0.0004671815,0.0006412172,0.000004402053,0.00001786702,0.000002552087,0.0004416168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005491151,"threshold_uncertainty_score":0.01836967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10883728958352,"score_gpt":0.3645063686100897,"score_spread":0.2556690790265697,"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."}}