{"id":"W4394989946","doi":"10.1016/j.idh.2024.04.002","title":"Attitudes to cross infection, nebuliser hygiene and antimicrobial resistance in people with cystic fibrosis: Results of an international survey","year":2024,"lang":"en","type":"article","venue":"Infection Disease & Health","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cystic Fibrosis Trust; Cystic Fibrosis Canada; Vertex Pharmaceuticals","keywords":"Cystic fibrosis; Hygiene; Medicine; Antimicrobial; Antibiotic resistance; Intensive care medicine; Personal hygiene; Respiratory infection; Disease; Field survey; Environmental health; Immunology; Internal medicine; Family medicine; Respiratory system; Microbiology; Pathology; Biology; Antibiotics; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008211256,0.0001564974,0.0002845922,0.0004549979,0.00009289413,0.0001205061,0.0000577515,0.00003980612,0.00002556275],"category_scores_gemma":[0.001107839,0.0001382168,0.0000372192,0.0008876324,0.0001117613,0.0004758686,0.0000486954,0.0001882735,0.00001048541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573918,"about_ca_system_score_gemma":0.0008116058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009448219,"about_ca_topic_score_gemma":0.05846766,"domain_scores_codex":[0.9981356,0.0001947111,0.0004620452,0.0005160392,0.0003918887,0.0002997641],"domain_scores_gemma":[0.9985961,0.0002239468,0.0000846784,0.0002777473,0.000315639,0.0005019215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008979373,0.0004128244,0.98393,0.001974624,0.00003828519,0.00002554107,0.0003071564,0.00127712,0.0005602627,0.00005878929,0.0008672174,0.001568788],"study_design_scores_gemma":[0.001454804,0.0006194495,0.9928563,0.001770519,0.00001260529,0.00001531393,0.000004037168,0.0003715998,0.0001660133,0.00002866651,0.002582562,0.0001180977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957604,0.0004842149,0.0007716478,0.001290282,0.0002947089,0.0006477503,0.0005639509,0.000104207,0.00008284474],"genre_scores_gemma":[0.9978441,0.0003492118,0.0009917649,0.0001668445,0.0001200773,0.00005621716,0.0002836522,0.00002658616,0.0001615407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04901944,"threshold_uncertainty_score":0.997148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163069851128038,"score_gpt":0.3654607756945504,"score_spread":0.3491537905817466,"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."}}