{"id":"W1546059369","doi":"10.1016/j.athoracsur.2014.08.063","title":"CorMatrix Extracellular Matrix Used for Valve Repair in the Adult: Is There De Novo Valvular Tissue Seen?","year":2015,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Decellularization; Medicine; Extracellular matrix; Submucosa; Pathology; Implant; Surgery; Tissue engineering; Biomedical engineering; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004875857,0.0002327087,0.0006019188,0.0001759456,0.00006752885,0.00001073572,0.0002213649,0.0001309448,0.00003756061],"category_scores_gemma":[0.0010236,0.0001254591,0.0004995755,0.0004386575,0.0001295699,0.0000641365,0.00002852269,0.0002876651,0.00002049036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002621632,"about_ca_system_score_gemma":0.0001806132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171091,"about_ca_topic_score_gemma":0.000007110331,"domain_scores_codex":[0.9980251,0.0003167458,0.0005241014,0.0002171508,0.0004860002,0.0004309294],"domain_scores_gemma":[0.9976395,0.001000783,0.0001815815,0.0006996847,0.0003262676,0.0001521345],"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":[0.004207664,0.001948006,0.05285069,0.004793623,0.002695378,0.001511909,0.0741386,0.003840582,0.04667521,0.003045691,0.7590373,0.04525539],"study_design_scores_gemma":[0.002538372,0.001776756,0.01003788,0.003720931,0.001456173,0.001578773,0.01623046,0.01137049,0.3368714,0.001977303,0.611226,0.001215446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885015,0.08825196,0.002451452,0.01956443,0.0003370451,0.0007109508,0.00003738267,0.00009376254,0.00005148775],"genre_scores_gemma":[0.9916587,0.0005639798,0.0008071077,0.000532308,0.000644822,0.00007145394,0.00003336454,0.00005031903,0.005637936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2901962,"threshold_uncertainty_score":0.5116072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218798605389261,"score_gpt":0.4092744589221814,"score_spread":0.2873945983832553,"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."}}