{"id":"W4281741594","doi":"10.3390/polym14112238","title":"A Review on Antibacterial Biomaterials in Biomedical Applications: From Materials Perspective to Bioinks Design","year":2022,"lang":"en","type":"review","venue":"Polymers","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biomaterial; 3D printing; Tissue engineering; Nanotechnology; Materials science; Process (computing); Biochemical engineering; Biomedical engineering; Computer science; Engineering; Composite material","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":[0.0005018447,0.001252248,0.001209387,0.003112514,0.0003665394,0.001289415,0.0008174696,0.00128506,0.005107137],"category_scores_gemma":[0.000584356,0.000483134,0.0006000887,0.003839597,0.000484594,0.00195116,0.0006836499,0.001766863,0.003339506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486384,"about_ca_system_score_gemma":0.0009264775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005348045,"about_ca_topic_score_gemma":0.0009115714,"domain_scores_codex":[0.9997371,0.00003203986,0.00004336354,0.00005041848,0.0001133231,0.00002376912],"domain_scores_gemma":[0.9996129,0.0002058758,0.00006045711,0.00001270179,0.0000797242,0.00002848184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004591911,0.0001268359,0.000121499,0.03832349,0.00006160975,0.0002604374,0.0001136041,0.0004974462,0.01200714,0.006006777,0.02927849,0.9131568],"study_design_scores_gemma":[0.000005452303,0.0001083051,0.0003786457,0.00377036,0.00005944906,0.0007651881,0.00004259879,0.00008053728,0.001776488,0.001271126,0.9917222,0.00001966271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001546534,0.9976951,0.0002920939,0.0001398867,0.0003108716,0.000007044356,0.00001788973,0.00001003052,0.001372326],"genre_scores_gemma":[0.0004979171,0.9977714,0.0004361777,0.0001574577,0.000189291,0.0000111284,0.0000271582,0.000003018919,0.0009065151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005107137,"threshold_uncertainty_score":0.01708508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08357645959964645,"score_gpt":0.3788974889072563,"score_spread":0.2953210293076098,"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."}}