{"id":"W1917894405","doi":"","title":"Accelerated fatigue behavior and mechano-physical characterizations of in vitro physiological simulation of nitinol stents.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Biomedical engineering; In vitro; Computer science; Engineering; Chemistry","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":[0.0005291617,0.000397827,0.0003281472,0.0003164592,0.0002017116,0.0001776435,0.0002374131,0.0005581016,0.001183348],"category_scores_gemma":[0.0007892231,0.0001868157,0.0003051932,0.0001865489,0.0002594626,0.0002452516,0.0001856652,0.000270563,0.0002546182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155927,"about_ca_system_score_gemma":0.0001077366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005382259,"about_ca_topic_score_gemma":0.001025548,"domain_scores_codex":[0.9996978,0.00008660313,0.00002535531,0.00004138787,0.0001075649,0.00004125098],"domain_scores_gemma":[0.999466,0.0001839856,0.00008355884,0.00008168884,0.0001550463,0.0000298404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006936329,0.00005276977,0.00121958,0.00006916275,0.00001029955,0.0001174261,0.00008888197,0.001460919,0.9942423,0.00004362319,0.0000308283,0.0025949],"study_design_scores_gemma":[0.00001763476,0.003583649,0.04654934,0.00003488075,0.00007377491,0.001352814,0.0001934344,0.02455543,0.9195177,0.000207356,0.003874159,0.00003985068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830293,0.002187366,0.01347374,0.00004546471,0.00003932358,0.00005970453,0.0002308023,0.0000419187,0.0008923134],"genre_scores_gemma":[0.9890511,0.0007387923,0.008798148,0.00005957591,0.00002263173,0.00008665046,0.000478383,0.00001313905,0.0007515037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001183348,"threshold_uncertainty_score":0.003958762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248403693393624,"score_gpt":0.3325961944427936,"score_spread":0.2077558251034312,"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."}}