{"id":"W7063936535","doi":"","title":"The association between «Pseudomonas aeruginosa» and «Staphylococcus aureus» airway infections and clinical status in adult cystic fibrosis patients","year":2014,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; Exacerbation; Lung; Pseudomonas aeruginosa; Retrospective cohort study; Staphylococcus aureus; Cohort; COPD; Respiratory system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007591509,0.0004439483,0.0005399984,0.000184704,0.0006475726,0.0001244679,0.0002011396,0.000368118,0.0001203908],"category_scores_gemma":[0.0002894575,0.0003832636,0.000127625,0.0002845782,0.0001000805,0.0002185798,0.0001904133,0.0009134796,0.0001493578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147503,"about_ca_system_score_gemma":0.00003276889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007305131,"about_ca_topic_score_gemma":0.001084037,"domain_scores_codex":[0.9972506,0.0004051541,0.0007019777,0.0005898271,0.0003713359,0.0006811052],"domain_scores_gemma":[0.9978204,0.0008525517,0.0005896357,0.0003435079,0.0001228738,0.0002709914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002045409,0.00009626236,0.90616,0.00003572933,0.0002499921,4.249949e-7,0.000004514169,0.000001195635,0.00004241732,0.002005799,0.0002344495,0.09114878],"study_design_scores_gemma":[0.00241687,0.0001957133,0.6849725,0.0002821948,0.0001723247,1.575147e-7,0.0000183169,0.00003977733,0.0004037757,0.001398315,0.3093553,0.0007447441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395772,0.00005896848,0.000001213684,0.00001285408,0.0003959518,0.000564555,0.001140227,0.0000790311,0.05817006],"genre_scores_gemma":[0.9898653,0.00019841,0.0001131496,0.00003841724,0.0001899686,0.00008890752,0.0001592897,0.0001691211,0.009177432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3091209,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829742742366659,"score_gpt":0.2368331518079793,"score_spread":0.2285357243843127,"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."}}