{"id":"W4255175503","doi":"10.1016/j.athoracsur.2016.06.009","title":"Invited Commentary","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Surgery; Mitral regurgitation; Mitral valve","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":[0.01026439,0.001357979,0.002084165,0.001614958,0.00649985,0.009264813,0.004313942,0.07369282,0.03947471],"category_scores_gemma":[0.09269961,0.001023242,0.002915743,0.0009904876,0.00403019,0.004662734,0.00544366,0.05162184,0.02059813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008429646,"about_ca_system_score_gemma":0.01344802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007907041,"about_ca_topic_score_gemma":0.01307611,"domain_scores_codex":[0.9870381,0.003025434,0.0009183406,0.001877322,0.004695742,0.002445058],"domain_scores_gemma":[0.9595807,0.01944912,0.00217042,0.001325509,0.01037997,0.007094259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001308643,0.000002966866,0.00004082639,0.00004618354,0.000007512986,0.0001143743,0.0000485952,0.000006364573,0.00002178051,0.0006436554,0.997598,0.001456657],"study_design_scores_gemma":[0.00005382803,0.00001506076,0.0002535204,0.0004926642,0.00003016669,0.0002353777,0.0002401976,0.00002735492,0.00006973901,0.002025234,0.9965294,0.00002751997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001257267,0.002648959,0.00004734761,0.8256068,0.1663429,0.00002369557,0.00008588292,0.00002366996,0.005095064],"genre_scores_gemma":[0.001135981,0.0009690661,0.00004712138,0.9126135,0.07065379,0.00004889541,0.00003630983,0.00003010564,0.01446523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07369282,"threshold_uncertainty_score":0.132056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1347962159453092,"score_gpt":0.390332376894083,"score_spread":0.2555361609487737,"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."}}