{"id":"W2153220508","doi":"10.1513/annalsats.201311-395fr","title":"Inhaled Antibiotics for Lower Airway Infections","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; National Institute of Allergy and Infectious Diseases; Cystic Fibrosis Canada; National Institutes of Health; British Columbia Lung Association; University of British Columbia; St. Paul's Foundation; Cystic Fibrosis Foundation","keywords":"Medicine; Antibiotics; Airway; Intensive care medicine; Anesthesia; Microbiology","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":[0.0007820536,0.000378027,0.002420475,0.00007840045,0.0001721513,0.00002228689,0.0004564026,0.0001468547,0.00002390062],"category_scores_gemma":[0.001659365,0.0002332211,0.003297736,0.001097958,0.001172232,0.00004656639,0.0002225498,0.0005514543,0.00002577096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572679,"about_ca_system_score_gemma":0.0005163972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002609601,"about_ca_topic_score_gemma":0.000002642943,"domain_scores_codex":[0.9976928,0.0002377183,0.0006546456,0.0004107433,0.0004949839,0.0005090656],"domain_scores_gemma":[0.9957877,0.001339452,0.001157252,0.001078343,0.0004647236,0.0001725258],"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":[0.00004927964,0.0002223367,0.00002212498,0.01923846,0.000743135,9.344715e-7,0.00003984659,0.000001973857,0.00001605108,0.00002677539,0.03934258,0.9402965],"study_design_scores_gemma":[0.0001158596,0.0008059191,0.00003751847,0.008466594,0.000884389,0.00004480253,0.00005700391,0.00004104788,0.000161818,0.0000564803,0.9891049,0.000223668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003381202,0.9940225,0.001554398,0.001091051,0.0003030197,0.002066533,0.0002435845,0.00006703054,0.0003137995],"genre_scores_gemma":[0.0004251763,0.9924796,0.004815667,0.0006353005,0.0003751373,0.00003579451,0.00005015658,0.00008984302,0.001093292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497623,"threshold_uncertainty_score":0.9510481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372231148288715,"score_gpt":0.4975459479119781,"score_spread":0.3603228330831066,"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."}}