{"id":"W2137992445","doi":"10.1002/med.21321","title":"Lipopeptides from Bacillus and Paenibacillus spp.: A Gold Mine of Antibiotic Candidates","year":2014,"lang":"en","type":"review","venue":"Medicinal Research Reviews","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":471,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Food and Drug Administration; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lipopeptide; Antimicrobial; Daptomycin; Microbiology; Antibiotics; Bacillus (shape); Biology; Bacteria; Surfactin; Paenibacillus; Polymyxin; Bacillus subtilis; Vancomycin; Staphylococcus aureus","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":[0.0002304777,0.0005859868,0.0008695674,0.001864198,0.0002297861,0.0006347631,0.0003374622,0.000534363,0.0025958],"category_scores_gemma":[0.00026475,0.0002231898,0.0003027606,0.001959636,0.0002400635,0.0009458723,0.0004175241,0.001003405,0.001875789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005473,"about_ca_system_score_gemma":0.0006326103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371801,"about_ca_topic_score_gemma":0.001020011,"domain_scores_codex":[0.9998678,0.00001518845,0.00001888929,0.00002066001,0.00006461396,0.00001291385],"domain_scores_gemma":[0.9998876,0.00003688243,0.00002329716,0.000004420794,0.00003468798,0.0000131365],"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":[0.0000708728,0.0000711126,0.0001537441,0.01898964,0.00005166994,0.0003043476,0.00008173106,0.0002397314,0.01796032,0.002501822,0.01094515,0.9486299],"study_design_scores_gemma":[0.00001268415,0.0001480424,0.001156935,0.002327986,0.00007863779,0.001843025,0.00009537959,0.00007253364,0.00434632,0.00117481,0.9887256,0.0000180673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005358036,0.9975119,0.0002064804,0.0001340628,0.00008176023,0.000005599748,0.00003159791,0.000009382786,0.001483446],"genre_scores_gemma":[0.002027513,0.9960527,0.0004337893,0.0001027628,0.00006437135,0.000006489116,0.00005868651,0.000001998667,0.001251656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0025958,"threshold_uncertainty_score":0.00868386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420417147560837,"score_gpt":0.4133948455982349,"score_spread":0.2713531308421512,"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."}}