{"id":"W2300680829","doi":"10.1128/aac.02240-15","title":"Effect of High-Dose Antimicrobials on Biofilm Growth of Achromobacter Species Isolated from Cystic Fibrosis Patients","year":2015,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Tobramycin; Colistin; Microbiology; Aztreonam; Amikacin; Levofloxacin; Cystic fibrosis; Biofilm; Achromobacter; Antibiotics; Biology; Antimicrobial; Aminoglycoside; Bacteria; Gentamicin; Pseudomonas; Antibiotic resistance; Imipenem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064677,0.0002104325,0.0003402929,0.0000495474,0.00004479638,0.00002326423,0.0001204601,0.0001544504,0.00005309067],"category_scores_gemma":[0.00003706501,0.0001694978,0.0001003669,0.00009135379,0.0001202476,0.000008808678,0.00004777639,0.00004818381,0.000004513898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001210574,"about_ca_system_score_gemma":0.00002441113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001976764,"about_ca_topic_score_gemma":0.000006685972,"domain_scores_codex":[0.9990743,0.00008861744,0.000278648,0.0002894455,0.00009208993,0.0001768591],"domain_scores_gemma":[0.999359,0.00002231498,0.0001943434,0.0002185819,0.000144525,0.00006120954],"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":[0.002252762,0.0002458505,0.01858485,0.00005251226,0.0001206643,6.735054e-7,0.00004739683,0.00000212795,0.9702352,0.000008016444,0.007587302,0.0008626505],"study_design_scores_gemma":[0.003098227,0.001912017,0.05459565,0.0000785005,0.00003546094,9.706066e-7,0.00000221959,0.000002834833,0.9374246,0.000008200104,0.002672311,0.000168989],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988815,0.00001450396,0.00006479825,0.00006443399,0.0002593267,0.0002211289,0.0003775353,0.000007223879,0.000109574],"genre_scores_gemma":[0.9984916,0.0002651444,0.000188167,0.0003769526,0.0001208429,0.000002511166,0.000380842,0.00002600616,0.0001479072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0360108,"threshold_uncertainty_score":0.6911918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005769298148707341,"score_gpt":0.2200678347039724,"score_spread":0.214298536555265,"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."}}