{"id":"W2605843111","doi":"10.1016/b978-0-12-803581-8.02139-1","title":"Cardiovascular Surgery: Biomaterials","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biomedical engineering; Biocompatible material; Medicine; Implant; Medical device; Surgery","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":[0.000354676,0.00162628,0.0007888768,0.002760245,0.0008030805,0.002828929,0.0006605196,0.001541453,0.1621453],"category_scores_gemma":[0.0007019186,0.0005320145,0.0005028351,0.001814604,0.0007324356,0.002440759,0.002191919,0.002716509,0.1259612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896727,"about_ca_system_score_gemma":0.001055316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008506192,"about_ca_topic_score_gemma":0.00338925,"domain_scores_codex":[0.9997401,0.00002402998,0.00001437635,0.00004090984,0.0001596893,0.00002089781],"domain_scores_gemma":[0.9997831,0.00006986609,0.00001604877,0.00002851811,0.0000618039,0.00004063854],"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":[0.00001619626,0.00006205311,0.0001003533,0.0006061647,0.000008763833,0.0001271286,0.0001126455,0.0004150581,0.002769285,0.02182333,0.3256541,0.6483049],"study_design_scores_gemma":[0.000002478622,0.00001119068,0.0001375764,0.0003046156,0.000003713741,0.0002355169,0.0000253802,0.00009830859,0.0003228947,0.005758737,0.9930943,0.000005327147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008606332,0.1180915,0.006103629,0.002896296,0.009132234,0.00005307734,0.0002728395,0.0004651276,0.8621246],"genre_scores_gemma":[0.001614322,0.04036579,0.001865227,0.0008249401,0.001793059,0.00003862353,0.0001809538,0.0001181118,0.9531989],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1621453,"threshold_uncertainty_score":0.54243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691755924277361,"score_gpt":0.299836818166571,"score_spread":0.2729192589237974,"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."}}