{"id":"W1981415658","doi":"10.1021/bm700691e","title":"Methacrylated Glycol Chitosan as a Photopolymerizable Biomaterial","year":2007,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Prepolymer; Photoinitiator; Chitosan; Self-healing hydrogels; Methacrylate; Photopolymer; Polymer chemistry; Glycidyl methacrylate; Chemistry; Ethylene glycol; Biomaterial; Aqueous solution; Polymerization; Nuclear chemistry; Materials science; Polymer; Chemical engineering; Monomer; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009027222,0.0002451027,0.0002111849,0.0001169194,0.0002106628,0.00008381002,0.0003512303,0.0002029754,0.002847457],"category_scores_gemma":[0.00002582831,0.0002464995,0.0001117798,0.0004370469,0.0001457135,0.00007396811,0.00009226221,0.00007234843,0.0001816208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002812046,"about_ca_system_score_gemma":0.00005944964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004765355,"about_ca_topic_score_gemma":0.000007129727,"domain_scores_codex":[0.9984942,0.00001104235,0.0004101515,0.0003998257,0.0002287647,0.0004559874],"domain_scores_gemma":[0.9991147,0.00002931222,0.0001624905,0.0004720955,0.00002901136,0.0001924078],"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":[0.00005952021,0.0001167531,0.00004694788,0.00002231751,0.00003322826,0.0000357878,0.00005042745,4.520594e-8,0.9957163,0.001947815,0.0001585727,0.001812263],"study_design_scores_gemma":[0.0003801638,0.00002772029,0.00004700525,0.0000213582,0.00001938201,0.00007735327,0.00006734064,0.00001713256,0.9742658,0.0005033889,0.02427333,0.0003000726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097902,0.0001590276,0.003738169,0.00009294543,0.0001056082,0.0001775593,0.0001616728,0.0008684751,0.08490637],"genre_scores_gemma":[0.9966042,0.00002448207,0.001915691,0.0001551615,0.000155352,0.00008773446,0.0003772192,0.0000551649,0.000625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08681402,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005769394202035054,"score_gpt":0.2661875880720437,"score_spread":0.2604181938700086,"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."}}