{"id":"W3202305688","doi":"10.15252/msb.202110574","title":"An engineered Mycoplasma pneumoniae to fight Staphylococcus aureus","year":2021,"lang":"en","type":"letter","venue":"Molecular Systems Biology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Biology; Microbiology; Staphylococcus aureus; Biofilm; Mycoplasma pneumoniae; Pathogen; Virulence; Antimicrobial; Genetically engineered; Mycoplasma; Drug resistance; Bacteria; Pneumonia; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007094375,0.0004298833,0.0002645179,0.000169765,0.000409626,0.0007581501,0.0004276039,0.006628809,0.001689855],"category_scores_gemma":[0.001848275,0.0001992323,0.0003572932,0.00007670085,0.0006742332,0.000475972,0.0004699895,0.004383981,0.001915967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007416296,"about_ca_system_score_gemma":0.0003902789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839656,"about_ca_topic_score_gemma":0.0004923304,"domain_scores_codex":[0.9995084,0.0001205019,0.0000350121,0.00005460768,0.0002244058,0.00005713827],"domain_scores_gemma":[0.9995415,0.0002095625,0.00004916892,0.00003765664,0.00009843076,0.00006362749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001099091,0.0006781032,0.002194663,0.001075153,0.00008976722,0.01021098,0.0003597429,0.0005381271,0.1636385,0.03459085,0.6179104,0.1676146],"study_design_scores_gemma":[0.0004785318,0.0006984996,0.00110485,0.0001344377,0.00004833092,0.006258036,0.000125714,0.001032926,0.04068059,0.007134438,0.942268,0.00003570025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04749785,0.04603104,0.008046347,0.7728963,0.07874552,0.0003702525,0.0003227405,0.0006800127,0.04541008],"genre_scores_gemma":[0.2524984,0.0353373,0.009912164,0.5966077,0.02424866,0.0005910786,0.0002666627,0.0001148884,0.08042322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006628809,"threshold_uncertainty_score":0.005653143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240278114205979,"score_gpt":0.2634124519194242,"score_spread":0.2510096707773644,"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."}}