{"id":"W3036320158","doi":"10.1016/j.jcf.2020.05.009","title":"Antimicrobial resistance: Concerns of healthcare providers and people with CF","year":2020,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; Université Paris Descartes; Queen's University; Københavns Universitet; Cystic Fibrosis Trust; University of Queensland; Imperial College London; University of Washington; University of Michigan; Children's Hospital Colorado; Oregon Health and Science University; Queen's University Belfast; University of Arkansas for Medical Sciences; AbbVie; Cystic Fibrosis in Australia; Novartis; Teva Pharmaceutical Industries; Cystic Fibrosis Canada; Gilead Sciences; University of North Carolina; Cystic Fibrosis Foundation","keywords":"Cystic fibrosis; Medicine; Antimicrobial stewardship; Family medicine; Health care; Resistance (ecology); Antimicrobial; Stewardship (theology); Antibiotic resistance; Microbiology; Internal medicine; Economic growth; Political science","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":[0.0001998376,0.0001538637,0.0006774243,0.0001107206,0.00005485623,0.00002970315,0.0001229177,0.0000595039,0.00004143243],"category_scores_gemma":[0.0007797822,0.0001105487,0.00009718332,0.0003611145,0.0002306705,0.0002036521,0.00004244619,0.0003239684,0.000001864986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006839952,"about_ca_system_score_gemma":0.0005465759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005308464,"about_ca_topic_score_gemma":0.00006190909,"domain_scores_codex":[0.9982472,0.00006855676,0.0005860794,0.0001856472,0.0006468436,0.0002656482],"domain_scores_gemma":[0.9980977,0.0002958626,0.000470788,0.0001460783,0.0005535736,0.0004359735],"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":[0.05092183,0.0003629204,0.08911075,0.01946183,0.0007178087,0.0005997579,0.009550989,0.0002010357,0.782308,0.000404884,0.0408009,0.005559265],"study_design_scores_gemma":[0.05449769,0.05938211,0.4420839,0.03053871,0.002902744,0.005216517,0.01515247,0.001463282,0.2847244,0.0008304999,0.101157,0.002050665],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528676,0.005610759,0.003737694,0.03675091,0.0001063496,0.0006022815,0.00009834168,0.00002385329,0.0002021923],"genre_scores_gemma":[0.9606251,0.0001694968,0.03856472,0.0003421119,0.000206323,0.000002386148,0.000003693125,0.00002506313,0.00006111411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4975837,"threshold_uncertainty_score":0.4508046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691229831136939,"score_gpt":0.2948674506324413,"score_spread":0.2779551523210719,"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."}}