{"id":"W7053500834","doi":"","title":"Value of serology in predicting Pseudomonas aeruginosa infection in young children with cystic fibrosis","year":2010,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Cystic fibrosis; Pseudomonas aeruginosa; Serology; Antibody; Antigen; Antibody response; Value (mathematics); Immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003330062,0.000563039,0.0005071239,0.001613273,0.000347342,0.000782926,0.0004987569,0.001023145,0.0007801459],"category_scores_gemma":[0.0197987,0.0002651122,0.0004568828,0.0007828559,0.0007042607,0.0008668012,0.0004598781,0.001023527,0.0002401755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102966,"about_ca_system_score_gemma":0.0006392983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178121,"about_ca_topic_score_gemma":0.003229944,"domain_scores_codex":[0.998458,0.0006835478,0.0002301832,0.0001536048,0.000338534,0.0001360848],"domain_scores_gemma":[0.983977,0.01051639,0.002117586,0.0003548682,0.001528893,0.001505314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259197,0.00002295027,0.9968918,0.00001729345,0.00001914128,0.00007692164,0.00003444491,0.0001238687,0.0001114026,0.000007966014,0.00004759613,0.002420544],"study_design_scores_gemma":[0.00003812078,0.001443246,0.9904487,0.00009640784,0.0001807223,0.001858631,0.0002867363,0.004158223,0.0009842626,0.00009561016,0.0003921497,0.00001713058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944126,0.00371382,0.0003601617,0.000268037,0.0000527628,0.00002088682,0.0002177358,0.00001727079,0.0009367043],"genre_scores_gemma":[0.9987294,0.000491255,0.000520704,0.00004042745,0.00003165604,0.000008323294,0.00009393007,0.00000212364,0.0000822247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003330062,"threshold_uncertainty_score":0.01761127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663323112816551,"score_gpt":0.2524634396453998,"score_spread":0.2358302085172343,"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."}}