{"id":"W4409020407","doi":"10.1021/acsbiomaterials.4c02214","title":"Azobenzene-Grafted Acrylate Coatings to Modulate Lens Epithelial Cells","year":2025,"lang":"en","type":"article","venue":"ACS Biomaterials Science & Engineering","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Queen's University; Government of Ontario","keywords":"Azobenzene; Acrylate; Lens (geology); Materials science; Optics; Composite material; Polymer; Copolymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007059934,0.0002904772,0.00010232,0.000132792,0.00007900383,0.0001745174,0.0001068338,0.000186905,0.0007791537],"category_scores_gemma":[0.00008353108,0.0001158776,0.0001662618,0.000118375,0.00007448722,0.0001114496,0.00009225868,0.0002430175,0.0001909921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574798,"about_ca_system_score_gemma":0.00007260541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005733395,"about_ca_topic_score_gemma":0.001131011,"domain_scores_codex":[0.9999191,0.000008470776,0.000005021436,0.0000216199,0.00002471706,0.00002110888],"domain_scores_gemma":[0.9999512,0.000009390155,0.00001607515,0.000004863662,0.00000979208,0.000008595386],"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":[0.00001071569,0.000005898046,0.0000295478,0.00001442227,0.00000102369,0.00000762034,0.000003703409,0.00002177582,0.9995571,0.00001251951,0.000008047286,0.0003275262],"study_design_scores_gemma":[0.000003090573,0.0001158024,0.001312941,0.000002639748,0.000005614099,0.00003377792,0.000007231768,0.0002618748,0.9971723,0.000005992677,0.001076618,0.000002195517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929051,0.002314233,0.002272081,0.00004405346,0.00004854146,0.00003760223,0.0001661595,0.00004929473,0.002163031],"genre_scores_gemma":[0.9927508,0.001543113,0.002873268,0.00005320393,0.000009334281,0.00003594496,0.000177697,0.0000144078,0.00254229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007791537,"threshold_uncertainty_score":0.002606511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008490098214411722,"score_gpt":0.2455418277758217,"score_spread":0.23705172956141,"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."}}