{"id":"W4280514994","doi":"10.1002/chem.202200788","title":"Recent Advances in the Synthesis and Biological Applications of Peptidoglycan Fragments","year":2022,"lang":"en","type":"review","venue":"Chemistry - A European Journal","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peptidoglycan; Muramic acid; Biochemistry; Biosynthesis; Chemistry; Nucleotide; Enzyme; Macromolecule; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001164478,0.0004699451,0.001025005,0.00004847726,0.0002600295,0.00008599697,0.001282254,0.0001396674,0.006305103],"category_scores_gemma":[0.0004478068,0.0003255073,0.0004199157,0.0003384461,0.0002461755,0.00005799538,0.0002701931,0.001488673,0.000007015603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581394,"about_ca_system_score_gemma":0.0001370424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.427421e-7,"about_ca_topic_score_gemma":1.090025e-7,"domain_scores_codex":[0.9973196,0.0003847737,0.001084574,0.0004991507,0.0003697008,0.0003421531],"domain_scores_gemma":[0.9973902,0.0008284029,0.0009635086,0.0006280713,0.00003674282,0.0001530711],"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":[0.00001066893,0.0001436365,0.000008570795,0.005767249,0.00007297768,0.0001518871,0.0000811598,8.026739e-7,0.0008210849,0.00000112956,0.0001159028,0.9928249],"study_design_scores_gemma":[0.0001258235,0.000006767981,8.303069e-7,0.002176198,0.0002497786,0.001288353,0.0006656593,0.000001681104,0.0005437929,0.00001542052,0.9946067,0.0003189962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007706955,0.9580959,0.000004089308,0.00002596094,0.00002530376,0.0001132194,0.000195562,0.00001902157,0.04075026],"genre_scores_gemma":[0.000458182,0.998523,0.00003974554,0.00001244708,0.0004077264,0.0001684297,0.00008717208,0.00005521112,0.0002480999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944908,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05549669278033595,"score_gpt":0.2893387800217086,"score_spread":0.2338420872413726,"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."}}