{"id":"W1519350423","doi":"10.2741/a929","title":"Molecular epidemiology of Pseudomonas Aeruginosa","year":2002,"lang":"en","type":"review","venue":"Frontiers in bioscience","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre of Excellence for Women's Health","funders":"British Columbia Lung Association; Cystic Fibrosis Foundation","keywords":"Pseudomonas aeruginosa; Epidemiology; Molecular epidemiology; Microbiology; Biology; Computational biology; Medicine; Genetics; Bacteria; Internal medicine; Gene; Genotype","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007644922,0.0003487602,0.001945682,0.00007853287,0.00007141251,0.000006667105,0.001038511,0.0003337523,0.00003595517],"category_scores_gemma":[0.0005050178,0.0001284722,0.0003674842,0.00112836,0.0004929828,0.00006909532,0.000240107,0.0002541014,0.00001727724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238206,"about_ca_system_score_gemma":0.00002324363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000338227,"about_ca_topic_score_gemma":0.00001639447,"domain_scores_codex":[0.9973009,0.0004515247,0.0008051827,0.0006918848,0.000188281,0.0005622772],"domain_scores_gemma":[0.9987794,0.000437337,0.0005248504,0.0001411174,0.00002811598,0.00008915342],"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":[0.000001636324,0.00004741312,0.002977526,0.0004750156,0.00001933207,0.00002370092,0.00001084787,2.642322e-7,0.0003731485,0.00009941759,0.001508239,0.9944634],"study_design_scores_gemma":[0.00004115092,0.00008430559,0.002309954,0.001949052,0.00007192412,0.00003861827,0.00002496837,0.00001608962,0.00001589284,0.0001819359,0.994872,0.0003941183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001249637,0.9966854,0.00002526976,0.0000693983,0.0009495378,0.0003750833,0.0002828011,0.00002530091,0.000337611],"genre_scores_gemma":[0.0002046637,0.9971615,0.00236318,0.00005574254,0.00005799846,0.00004015964,0.00004479682,0.000001366161,0.00007058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940693,"threshold_uncertainty_score":0.5238944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06655398258346147,"score_gpt":0.281211492734071,"score_spread":0.2146575101506096,"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."}}