{"id":"W2966613156","doi":"10.3389/fcvm.2019.00123","title":"Application of Bioengineered Materials in the Surgical Management of Heart Failure","year":2019,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"Heart and Stroke Foundation of Canada","keywords":"Decellularization; Extracellular matrix; Heart failure; Medicine; Myocardial infarction; Regenerative medicine; Regeneration (biology); Cardiology; Cardiac function curve; Stem cell; Fibroblast growth factor; Tissue engineering; Cell biology; Internal medicine; Biomedical engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002214538,0.0004085245,0.005006163,0.0007209362,0.000009608811,0.000001853957,0.0002911976,0.0003084444,0.00001517881],"category_scores_gemma":[0.0000421948,0.0002308711,0.0007347813,0.001120214,0.0002084045,0.00001366287,0.00004079964,0.0004235342,0.000003729576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121759,"about_ca_system_score_gemma":0.00005870227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000563422,"about_ca_topic_score_gemma":4.765974e-7,"domain_scores_codex":[0.9969633,0.0003244911,0.001153556,0.0004373363,0.0008466564,0.0002746212],"domain_scores_gemma":[0.9984006,0.00007639655,0.000194956,0.001208316,0.00005912226,0.00006057883],"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":[0.00008130714,0.0002617109,0.0004878374,0.2249325,0.007821415,0.000631405,0.0005410581,0.0007017638,0.0000437547,0.0006765714,0.01249452,0.7513262],"study_design_scores_gemma":[0.002385899,0.0001710811,0.0003145113,0.03070077,0.003742948,0.0002515162,0.0003621188,0.00003190996,0.00002616952,0.000003795073,0.9618329,0.0001763342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005639191,0.9911708,0.004923461,0.0002475001,0.001002133,0.002480238,0.00001775014,0.0000159366,0.00008584963],"genre_scores_gemma":[0.001788935,0.9937952,0.003124879,0.000006320973,0.0005106853,0.0002311596,0.0002908944,0.00005886163,0.0001931284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9493384,"threshold_uncertainty_score":0.9414648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153332668355207,"score_gpt":0.2900851106718884,"score_spread":0.2685517839883363,"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."}}