{"id":"W2036803984","doi":"10.1016/j.biomaterials.2004.06.046","title":"Cyclic loading response of bioprosthetic heart valves: effects of fixation stress state on the collagen fiber architecture","year":2004,"lang":"en","type":"article","venue":"Biomaterials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; American Heart Association","keywords":"Crimp; Collagen fiber; Materials science; Aortic valve; Biomedical engineering; Fiber; Heart valve; Fixation (population genetics); Composite material; Cardiology; Anatomy; Chemistry; Medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786216,0.0003023879,0.0001112448,0.00014683,0.0001353159,0.0001710593,0.000136009,0.0003412366,0.00155326],"category_scores_gemma":[0.0004418452,0.0001504575,0.0001226623,0.0001530989,0.0002920751,0.0002371272,0.0001086728,0.0002106471,0.0001347936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424034,"about_ca_system_score_gemma":0.0001367189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006339892,"about_ca_topic_score_gemma":0.001463812,"domain_scores_codex":[0.9998717,0.00001933027,0.00001377084,0.00002754631,0.00003326521,0.000034287],"domain_scores_gemma":[0.9996347,0.0001510662,0.00007744101,0.00002897244,0.00004869581,0.00005897681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001276334,0.0000146759,0.0001055035,0.00001684385,0.000002609159,0.00002548863,0.00002906491,0.00008879394,0.9988496,0.00001082012,0.00001569647,0.0007131933],"study_design_scores_gemma":[0.000008878754,0.0002612952,0.004279765,0.000004343258,0.000008879017,0.00004411122,0.00003094515,0.0008653444,0.9942033,0.00001710609,0.0002695451,0.000006544579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981641,0.0004654216,0.0006713455,0.00002391722,0.00001825058,0.00000941181,0.0000879141,0.00001522868,0.0005443341],"genre_scores_gemma":[0.9984881,0.0001927768,0.000479462,0.00004083792,0.00001004302,0.00001540614,0.00009884431,0.00001052706,0.0006638913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00155326,"threshold_uncertainty_score":0.005196214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00711536927992729,"score_gpt":0.2451814414234312,"score_spread":0.2380660721435039,"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."}}