{"id":"W3033497266","doi":"10.1002/star.201900254","title":"Synthesis and Evaluation of Chitosan‐Heparin‐Minocycline Composite Membranes for Potential Antibacterial Applications","year":2020,"lang":"en","type":"article","venue":"Starch - Stärke","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Minocycline; Membrane; Chitosan; Chemistry; Materials science; Biofilm; Nuclear chemistry; Biochemistry; Biology; Bacteria; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.0000948189,0.0001209373,0.0002057529,0.00002311719,0.0001555115,0.00003092991,0.0001547357,0.0000631256,0.000299325],"category_scores_gemma":[0.00003245441,0.0001190259,0.00007411688,0.00008065902,0.00009952134,0.00005755984,0.00007208111,0.00006382156,0.000003108555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000813102,"about_ca_system_score_gemma":0.00005358479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003597857,"about_ca_topic_score_gemma":0.000003064958,"domain_scores_codex":[0.9990448,0.00002062403,0.000283778,0.000290872,0.0002058013,0.00015415],"domain_scores_gemma":[0.9994239,0.00008376937,0.0001307133,0.0001855656,0.00008597163,0.00009003951],"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":[0.000148635,0.00008949712,0.0003042792,0.0003436608,0.00005884747,1.372657e-7,0.0001137337,0.00006146171,0.9863345,0.0001364724,0.00006923397,0.01233952],"study_design_scores_gemma":[0.0009943348,0.00003091333,0.001621388,0.00002785006,0.0003618828,0.000002311069,0.000105838,0.009325653,0.9793401,0.0001796162,0.007817784,0.0001922643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912955,0.0001231138,0.004519836,0.001185727,0.00002278458,0.0005545054,0.001084363,0.00004261306,0.001171582],"genre_scores_gemma":[0.9966781,0.0001277671,0.002126677,0.00005061465,0.0003721846,0.0002596507,0.0003516373,0.00001871278,0.00001472328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214726,"threshold_uncertainty_score":0.4853734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549069475115842,"score_gpt":0.2986020307270358,"score_spread":0.2631113359758774,"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."}}