{"id":"W4214647697","doi":"10.3390/ma15041551","title":"Interaction of Lipopolysaccharide-Spiked Blood with Anti-Fouling Polymyxin B-Modified Glass","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Lipopolysaccharide; Chemistry; Toxin; Polymyxin B; Chromatography; Polymyxin; Cartridge; Monomer; Mass spectrometry; Antibiotics; Biochemistry; Organic chemistry; Materials science; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002954761,0.0003343908,0.0002209025,0.000204817,0.000163189,0.000288958,0.0002526715,0.0003963609,0.000896325],"category_scores_gemma":[0.0003020675,0.0001379061,0.0002558903,0.0002027612,0.0001920476,0.0001194885,0.0001417795,0.0003850697,0.0002619342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667226,"about_ca_system_score_gemma":0.0002160899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107741,"about_ca_topic_score_gemma":0.0008445237,"domain_scores_codex":[0.9997208,0.00006632732,0.00001753061,0.00006083653,0.00006817879,0.00006640131],"domain_scores_gemma":[0.9998282,0.00007193247,0.00003549107,0.00001697562,0.00002284999,0.00002444314],"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":[0.0001059464,0.00002678658,0.0001404523,0.00002504422,0.000008426769,0.00003451665,0.00002070957,0.00003774686,0.9987993,0.00002802367,0.00002291984,0.0007500355],"study_design_scores_gemma":[0.000006178966,0.0002642279,0.001357771,0.000003442194,0.000007200798,0.00003137917,0.00001182836,0.0007464121,0.9972263,0.00001088484,0.0003299156,0.000004355866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947496,0.0008806086,0.003248303,0.00008300211,0.00007132623,0.00004400023,0.0001178187,0.00004841414,0.000757004],"genre_scores_gemma":[0.9882406,0.0008862675,0.00832591,0.0001478066,0.00003238671,0.00004928229,0.0004349183,0.0000227068,0.001860006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107741,"threshold_uncertainty_score":0.002998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266154375812611,"score_gpt":0.2409272956646279,"score_spread":0.2282657519065018,"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."}}