{"id":"W2951312246","doi":"10.1128/aac.00848-18","title":"Broad-Spectrum Adaptive Antibiotic Resistance Associated with Pseudomonas aeruginosa Mucin-Dependent Surfing Motility","year":2018,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada; Government of Canada","keywords":"Pseudomonas aeruginosa; Mucin; Microbiology; Motility; Cystic fibrosis; Tobramycin; Pathogen; Antibiotics; Adaptation (eye); Bronchiectasis; Antibiotic resistance; Biology; Pseudomonadaceae; Glycoprotein; Pseudomonadales; Bacteria; Medicine; Cell biology; Lung; Gentamicin; Internal medicine; Molecular biology; Genetics; Biochemistry","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":[0.000130428,0.0001836723,0.0001890659,0.0002042543,0.0001327827,0.0002393703,0.00009109728,0.0002323056,0.0007484989],"category_scores_gemma":[0.0002726231,0.00006588474,0.0001880741,0.0001496439,0.0002686662,0.0001975155,0.0003032199,0.0003469263,0.0001088164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006897467,"about_ca_system_score_gemma":0.00007341786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00034148,"about_ca_topic_score_gemma":0.0002368484,"domain_scores_codex":[0.9998087,0.00005482837,0.0000138767,0.00003160839,0.00004173064,0.00004928362],"domain_scores_gemma":[0.9998313,0.00002403183,0.00006972787,0.0000174381,0.0000223756,0.00003509751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002182488,0.00005779192,0.01044378,0.00002810765,0.000008875874,0.0004447184,0.00005595875,0.00003309485,0.9870666,0.00005510401,0.000042118,0.001545686],"study_design_scores_gemma":[0.00003377929,0.004822455,0.552916,0.00002383809,0.00006798777,0.008532353,0.0007936918,0.001885566,0.4284535,0.0002505955,0.002183758,0.00003643023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989282,0.0002760437,0.0003598935,0.00002892848,0.000005416323,0.00001530546,0.00004870968,0.000005926289,0.0003316418],"genre_scores_gemma":[0.9994292,0.0001370921,0.0002003066,0.00001627088,0.000005835288,0.000008093448,0.0000705198,0.0000015158,0.0001311854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007484989,"threshold_uncertainty_score":0.002503932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557009093386452,"score_gpt":0.2693726334982189,"score_spread":0.2538025425643544,"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."}}