{"id":"W2539842135","doi":"","title":"Investigating long-term stability of sulfur and fluorine based adlayers on stainless steel stent models","year":2015,"lang":"en","type":"article","venue":"Journal of Molecular Biomarkers & Diagnosis","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stent; Biocompatibility; Coating; Materials science; Restenosis; X-ray photoelectron spectroscopy; Contact angle; Monolayer; Nanotechnology; Metallurgy; Biomedical engineering; Composite material; Chemical engineering; Medicine; 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":[0.0003081435,0.0003442772,0.0002211556,0.0003968053,0.0001901359,0.0002313127,0.0002509462,0.0004592215,0.0007864067],"category_scores_gemma":[0.0003551605,0.000152953,0.0003541729,0.0002928042,0.0001588383,0.0002443292,0.0001742985,0.0002869052,0.0001974827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369936,"about_ca_system_score_gemma":0.0001330688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921688,"about_ca_topic_score_gemma":0.003285547,"domain_scores_codex":[0.9997854,0.0000161158,0.00001618492,0.00004978551,0.0000968648,0.00003568674],"domain_scores_gemma":[0.9996473,0.00004369609,0.0001149684,0.00003542253,0.0001287513,0.00002991414],"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":[0.00006605095,0.0000183299,0.0002696502,0.00003645169,0.000008744394,0.00003917728,0.00003281458,0.0001729406,0.9982924,0.00002491172,0.00002222191,0.001016402],"study_design_scores_gemma":[0.000002657695,0.0004296915,0.003609353,0.000007532798,0.00002754351,0.0000466592,0.00004324676,0.001534348,0.9934088,0.00001448278,0.000867193,0.000008507367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960039,0.001229917,0.001757907,0.00002583877,0.00003798329,0.00002145173,0.00030713,0.00004455781,0.0005713329],"genre_scores_gemma":[0.9931287,0.001152651,0.002583722,0.00002474465,0.000009254463,0.00004142416,0.0004295092,0.00002329045,0.002606712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921688,"threshold_uncertainty_score":0.003821075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05694641893661994,"score_gpt":0.2951120691392714,"score_spread":0.2381656502026515,"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."}}