{"id":"W2560419128","doi":"10.25011/cim.v39i6.27490","title":"Visualizing A Natural Antibiotic Nanofactory","year":2016,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Nonribosomal peptide; Computational biology; Biology; Gramicidin S; Viomycin; Antibiotics; Gramicidin; Biochemistry; Biosynthesis; Enzyme","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002489774,0.0004179721,0.0001443617,0.0004688688,0.00028905,0.000425198,0.0002722831,0.0006189446,0.004201539],"category_scores_gemma":[0.0002097589,0.0002119512,0.0002145297,0.0002195004,0.0002935474,0.0006956175,0.0003746518,0.0007775842,0.0006044976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857447,"about_ca_system_score_gemma":0.0003032283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007638492,"about_ca_topic_score_gemma":0.0008904082,"domain_scores_codex":[0.9998839,0.00001421435,0.000007049362,0.00003571422,0.00003609798,0.00002302469],"domain_scores_gemma":[0.9998498,0.00004855593,0.00002486882,0.00001327972,0.00003501945,0.00002844301],"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":[0.00005310926,0.00001804345,0.0002758597,0.00010585,0.000006308062,0.0001554943,0.00007796905,0.0003457727,0.9905676,0.001802724,0.0006703886,0.005920888],"study_design_scores_gemma":[0.00003177055,0.0002398177,0.00247502,0.000056187,0.00002825155,0.000786368,0.0001695811,0.008313104,0.9508303,0.001106961,0.03592685,0.0000358917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7306182,0.007631908,0.2121069,0.003355496,0.0006036918,0.0002267418,0.001943894,0.003504065,0.04000919],"genre_scores_gemma":[0.7948461,0.002946377,0.1784896,0.0006696853,0.0001170121,0.0002331951,0.001751378,0.0004517743,0.0204949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004201539,"threshold_uncertainty_score":0.01405555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481263570523517,"score_gpt":0.3619461067393814,"score_spread":0.2138197496870297,"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."}}