{"id":"W2076782896","doi":"10.1586/ers.10.48","title":"Aztreonam lysine: a novel inhalational antibiotic for cystic fibrosis","year":2010,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Aztreonam; Cystic fibrosis; Antibiotics; Intensive care medicine; Microbiology; Internal medicine; Antibiotic resistance","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002144596,0.0009806338,0.006945777,0.0007641666,0.0001197427,0.00001204479,0.0006319202,0.0005311329,0.0008493073],"category_scores_gemma":[0.01477617,0.0006352985,0.001383492,0.00125788,0.000879934,0.0001291859,0.0001541985,0.001022819,0.00006169406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635828,"about_ca_system_score_gemma":0.001837818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241214,"about_ca_topic_score_gemma":0.000002826516,"domain_scores_codex":[0.9934508,0.0002345975,0.002865641,0.001056179,0.001690816,0.0007020145],"domain_scores_gemma":[0.992617,0.002634526,0.001480912,0.001591682,0.001070829,0.0006050182],"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":[0.00005250217,0.0001512944,0.000002245353,0.3374339,0.0001833976,0.00001356106,0.00001361801,2.824206e-8,0.000803515,0.000120974,0.0278757,0.6333492],"study_design_scores_gemma":[0.0009853799,0.0009215932,0.000008465999,0.3725775,0.001198738,0.00014773,0.000005329596,0.000004109466,0.00002435053,0.000004336573,0.623827,0.0002953811],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.415946e-7,0.9905474,0.001138292,0.0007281639,0.0007466849,0.005935522,0.0002787216,0.00007591437,0.0005485815],"genre_scores_gemma":[7.291854e-7,0.975737,0.017704,0.001695801,0.002789973,0.0006258514,0.0009420842,0.0001808581,0.0003236361],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6330538,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954212735786099,"score_gpt":0.4404458857836966,"score_spread":0.3709037584258357,"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."}}