{"id":"W1965462419","doi":"10.1002/jbm.a.31910","title":"Surface modification of collagen‐based artificial cornea for reduced endothelialization","year":2008,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part A","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Surface modification; Cornea; Grafting; Biomedical engineering; Adhesion; Contact angle; Self-healing hydrogels; Swelling; Cell adhesion; Fourier transform infrared spectroscopy; Biophysics; Composite material; Chemical engineering; Polymer chemistry; Ophthalmology; Medicine","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":[0.0001066436,0.0002664725,0.0001098144,0.0001072576,0.00007591845,0.0002004373,0.0001310304,0.0001777396,0.0006352697],"category_scores_gemma":[0.0001127857,0.0001025761,0.0001727856,0.00009020363,0.00009513445,0.0001099167,0.0001105571,0.0001962689,0.000160665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435124,"about_ca_system_score_gemma":0.000138632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004221126,"about_ca_topic_score_gemma":0.0007010694,"domain_scores_codex":[0.9999137,0.000013704,0.000006124774,0.00001165543,0.0000348206,0.00002011025],"domain_scores_gemma":[0.9999238,0.00001560739,0.00002227929,0.000008101571,0.00001460538,0.00001551505],"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":[0.00000929483,0.00000324249,0.00002331502,0.00001161522,0.00000112771,0.00001371607,0.000002555528,0.0000253915,0.9995603,0.0000151094,0.000006338892,0.0003280383],"study_design_scores_gemma":[0.000006207594,0.00008273256,0.001076708,0.000002448747,0.000005786036,0.0001205623,0.000005593341,0.0004294412,0.9969599,0.00001085242,0.001296991,0.000002770193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991377,0.001318558,0.005673762,0.00004883282,0.00004751944,0.0000319496,0.0001699925,0.00004022356,0.001292238],"genre_scores_gemma":[0.991649,0.0007771858,0.005833922,0.00004503419,0.00001035138,0.00002516864,0.0001824871,0.00001822091,0.001458674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006352697,"threshold_uncertainty_score":0.002125204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2718643629510928,"score_gpt":0.4344844938360913,"score_spread":0.1626201308849984,"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."}}