{"id":"W2181443383","doi":"10.1371/journal.pone.0143604","title":"Virulence Attributes and Host Response Assays for Determining Pathogenic Potential of Pseudomonas Strains Used in Biotechnology","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Microbiology; Virulence; Pyocyanin; Biology; Pseudomonas aeruginosa; Pseudomonas; Strain (injury); Pseudomonas stutzeri; Cytotoxicity; Quorum sensing; Ciprofloxacin; Pathogenic bacteria; Bacteria; Antibiotics; In vitro; Gene","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":[0.001345523,0.001273126,0.0006744765,0.001934618,0.0003575264,0.0004844237,0.0003974673,0.0006915158,0.001572191],"category_scores_gemma":[0.000969062,0.0002667768,0.00069398,0.001665803,0.0003306394,0.0005339989,0.0006361612,0.001021904,0.0005277215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658333,"about_ca_system_score_gemma":0.0002341599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005653646,"about_ca_topic_score_gemma":0.000697661,"domain_scores_codex":[0.9976112,0.0008129907,0.0003492174,0.0002182368,0.0007927042,0.0002156532],"domain_scores_gemma":[0.9986563,0.0004534,0.0002964052,0.00009531606,0.0003664953,0.0001320108],"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":[0.0001166337,0.0002828973,0.002535231,0.0001172264,0.00001181139,0.00004292574,0.00006511747,0.00007457273,0.9954091,0.00003196627,0.00003151958,0.00128088],"study_design_scores_gemma":[0.00001895017,0.006842756,0.05808035,0.00004094752,0.0001006913,0.0006583382,0.0003039097,0.001258307,0.931339,0.0001311193,0.001186793,0.00003888964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797815,0.001731443,0.01334381,0.0000929841,0.00006170075,0.000440898,0.001873028,0.0001094332,0.002565247],"genre_scores_gemma":[0.960517,0.002346537,0.02820126,0.00009621569,0.00006722545,0.0009145997,0.004275221,0.0000471378,0.003534865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001934618,"threshold_uncertainty_score":0.007115841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04298654578799223,"score_gpt":0.2449745486778154,"score_spread":0.2019880028898232,"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."}}