{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002798108,0.0003266166,0.0002100519,0.0001866889,0.0001976066,0.0002489573,0.000133279,0.0004600894,0.0003606055],"category_scores_gemma":[0.0002924103,0.0001250776,0.0002073342,0.0001168228,0.0001398668,0.0002787449,0.0001216158,0.0002293798,0.0001172331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132644,"about_ca_system_score_gemma":0.0002513418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004129764,"about_ca_topic_score_gemma":0.0006063316,"domain_scores_codex":[0.9998871,0.0000232505,0.000008728494,0.00001773696,0.00004485302,0.0000183153],"domain_scores_gemma":[0.999849,0.00003440929,0.00004186426,0.000009214355,0.00004466422,0.00002091717],"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":[0.00002495009,0.000008346863,0.00003859683,0.00004637325,0.000002377942,0.00002328185,0.000006173196,0.00005260815,0.998677,0.00002194599,0.00000890414,0.001089412],"study_design_scores_gemma":[0.000005700858,0.0001283522,0.0005450578,0.000004081718,0.00000837733,0.00006734471,0.00000953232,0.0003542202,0.9982032,0.000009090661,0.0006619889,0.000003147028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848809,0.005324065,0.008377193,0.0001184898,0.00005457796,0.0001096606,0.00007615782,0.00003978811,0.001019201],"genre_scores_gemma":[0.9864933,0.002029597,0.01046831,0.00002803483,0.00001135183,0.00007129757,0.0000529924,0.000008204684,0.0008370027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004600894,"threshold_uncertainty_score":0.002272904,"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."}}