{"id":"W2179310924","doi":"10.1039/c5tb02062j","title":"Gallium-containing mesoporous bioactive glass with potent hemostatic activity and antibacterial efficacy","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mesoporous material; Bioactive glass; Materials science; Gallium; Thrombin; Platelet adhesiveness; Antibacterial activity; Platelet adhesion; Adhesion; Hemostatic Agent; Nanotechnology; Platelet; Platelet aggregation; Hemostasis; Bacteria; Composite material; Chemistry; Medicine; Catalysis; Organic chemistry; Metallurgy; Surgery; Internal medicine","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":[0.0006535727,0.0002009121,0.0007101948,0.00003103245,0.00004137512,0.0000797281,0.0000703382,0.0001685858,0.00009227484],"category_scores_gemma":[0.0002414303,0.0001248359,0.00006586251,0.00007058713,0.0001150507,0.0001375269,0.00003011329,0.0002646863,0.000002320621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108896,"about_ca_system_score_gemma":0.0002727903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001792752,"about_ca_topic_score_gemma":2.510475e-7,"domain_scores_codex":[0.9986857,0.00006593593,0.0004423812,0.0001708539,0.0003962734,0.000238861],"domain_scores_gemma":[0.9985186,0.00007735028,0.0005005346,0.0001437674,0.0003152381,0.0004444703],"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":[0.007027049,0.0002492688,0.000573521,0.0001412807,0.0002084658,0.0008794193,0.0002747821,0.000002700052,0.9883912,0.000001693951,0.000127509,0.002123075],"study_design_scores_gemma":[0.006001192,0.0008543848,0.003762413,0.0003274732,0.0001783007,0.003910391,0.0003589898,0.00000776785,0.9830117,0.00001445385,0.001410633,0.0001622756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977136,0.0001229237,0.00008413657,0.00123924,0.0002101451,0.000131095,0.00001484758,0.00001442903,0.0004696433],"genre_scores_gemma":[0.9984604,0.00005951158,0.0007288592,0.000084594,0.000540597,0.000001188902,0.000008503431,0.00002410087,0.0000922855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00537951,"threshold_uncertainty_score":0.5090662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596384706445021,"score_gpt":0.2749450482290079,"score_spread":0.2489812011645577,"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."}}