{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007488996,0.0002510654,0.0002913812,0.0008731946,0.00057063,0.0006064897,0.0003470663,0.0006753603,0.001288689],"category_scores_gemma":[0.00230696,0.0002371181,0.0003565192,0.0007766596,0.0003595078,0.0005205016,0.0004371058,0.0005704424,0.0001502459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366768,"about_ca_system_score_gemma":0.0004958499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063163,"about_ca_topic_score_gemma":0.01161526,"domain_scores_codex":[0.999446,0.0001147439,0.00009177362,0.0001239385,0.0001136992,0.0001098789],"domain_scores_gemma":[0.9978228,0.0003459719,0.001089231,0.00006984044,0.0002439776,0.0004281993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000530555,0.00001679053,0.9996124,0.000003556948,0.00000860644,0.0000283726,0.00002074118,0.000004989997,0.00007537399,0.000002197676,0.00001714277,0.0001567938],"study_design_scores_gemma":[0.000002718371,0.00008378026,0.9996356,0.000002362415,0.00000653453,0.0001430402,0.00005520379,0.00002596161,0.00001515506,0.000002210094,0.00002634667,0.000001117246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994321,0.0001792449,0.0000147696,0.00002280639,0.000002019131,0.000007848893,0.0001778221,0.000001310982,0.0001620534],"genre_scores_gemma":[0.9996737,0.00004786433,0.00003159493,0.00001796692,0.000004747733,0.000008475501,0.0001822579,3.107894e-7,0.00003305842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063163,"threshold_uncertainty_score":0.0211395,"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."}}