{"id":"W2586951970","doi":"10.5539/jmbr.v7n1p29","title":"Biofilm of Pseudomonas aeruginosa in Nosocomial Infection","year":2017,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Pseudomonas aeruginosa; Microbiology; Antimicrobial; Biology; Bacteria; Opportunistic pathogen; Organism; Immune system; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005697713,0.0004607548,0.0007840807,0.001329847,0.0003625481,0.0008818733,0.0005026473,0.001416072,0.001658993],"category_scores_gemma":[0.0006045102,0.0001445974,0.0002817924,0.001219715,0.000520005,0.0007717928,0.0007989115,0.0009658848,0.0005149829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609209,"about_ca_system_score_gemma":0.0009361624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366604,"about_ca_topic_score_gemma":0.002101337,"domain_scores_codex":[0.9996289,0.0001190221,0.00005420104,0.00003897236,0.0001172183,0.00004155793],"domain_scores_gemma":[0.9997248,0.00008189607,0.00007828272,0.000006126619,0.00007027558,0.00003858209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004617994,0.0001978595,0.008950517,0.02665477,0.0001620348,0.01243586,0.00206183,0.0006513534,0.05244943,0.01735686,0.02459026,0.8540274],"study_design_scores_gemma":[0.000053961,0.001023526,0.0519784,0.0111396,0.0005093034,0.05227716,0.002367132,0.001021933,0.01068037,0.0188975,0.8499238,0.0001273149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003147944,0.9931802,0.0003653268,0.001022921,0.0004409562,0.000007760055,0.00001225055,0.000006582193,0.001816141],"genre_scores_gemma":[0.04140298,0.9547309,0.0005490456,0.0005499652,0.001063643,0.00001386348,0.00003806939,0.000003064333,0.001648556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001658993,"threshold_uncertainty_score":0.005549908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996998110767761,"score_gpt":0.3840636586903238,"score_spread":0.3440936775826461,"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."}}