{"id":"W4207042634","doi":"10.1016/j.actbio.2022.01.043","title":"Thermo-sensitivity and erosion of chitosan crosslinked poly[N-isopropylacrylamide-co-(acrylic acid)-co-(methyl methacrylate)] hydrogels for application to the inferior fornix","year":2022,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Chitosan; Materials science; Self-healing hydrogels; Carbodiimide; Methacrylate; Acrylic acid; Polymer chemistry; Polyelectrolyte; Methyl methacrylate; Poly(N-isopropylacrylamide); Drug delivery; Polymer; Chemical engineering; Chemistry; Organic chemistry; Copolymer; Composite material","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":[0.000208414,0.0002593051,0.0001159982,0.0001441435,0.0001359912,0.0002113361,0.0001296914,0.0003008024,0.001165572],"category_scores_gemma":[0.0002915957,0.0001612525,0.0002255346,0.0001132955,0.0001988319,0.0002096791,0.0001375411,0.000268034,0.00009493771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854447,"about_ca_system_score_gemma":0.0002136764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205462,"about_ca_topic_score_gemma":0.002539868,"domain_scores_codex":[0.9998865,0.00001016835,0.000007278126,0.00002243123,0.00003595381,0.00003762551],"domain_scores_gemma":[0.9998212,0.00004145263,0.0000643085,0.00001333134,0.00003238798,0.00002722822],"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":[0.00007056904,0.000007624378,0.00005652898,0.0000232277,0.000002025634,0.00002447426,0.00001707974,0.00004461285,0.9989715,0.0000179161,0.00001425105,0.0007501816],"study_design_scores_gemma":[0.000009204699,0.0001744571,0.003210749,0.000005547405,0.00001120372,0.00008239186,0.00001458084,0.000473968,0.9954862,0.000007595025,0.000517635,0.000006369746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961528,0.001276631,0.001200026,0.00005383432,0.00002545824,0.00002094411,0.00004820185,0.00002442949,0.001197671],"genre_scores_gemma":[0.9965448,0.0003718682,0.001342683,0.00004176317,0.000005986845,0.00001143514,0.00004144204,0.00001544013,0.001624617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001205462,"threshold_uncertainty_score":0.003899217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499265662821778,"score_gpt":0.2891445200761485,"score_spread":0.2741518634479307,"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."}}