{"id":"W3103103891","doi":"10.1016/j.jcf.2020.10.008","title":"Factors influencing the acquisition and eradication of early Pseudomonas aeruginosa infection in cystic fibrosis","year":2020,"lang":"en","type":"review","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Cystic fibrosis; Pseudomonas aeruginosa; Medicine; Cystic fibrosis transmembrane conductance regulator; Life expectancy; Lung infection; Chronic infection; Intensive care medicine; Antibiotics; Lung; Immunology; Internal medicine; Microbiology; Bacteria; Immune system; Biology","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":[0.000679864,0.0006366998,0.001839189,0.001185104,0.0001561834,0.0008442799,0.0007734362,0.0009809872,0.001815779],"category_scores_gemma":[0.001588534,0.0002230345,0.0006133202,0.001362492,0.0004158611,0.0006894805,0.0004391337,0.00133932,0.000547555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004243218,"about_ca_system_score_gemma":0.001093001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785786,"about_ca_topic_score_gemma":0.002831307,"domain_scores_codex":[0.999736,0.00005806972,0.00005125432,0.00003999143,0.00009202324,0.00002261978],"domain_scores_gemma":[0.999206,0.0004714914,0.0001635733,0.00001029141,0.0001108681,0.00003783216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002038894,0.00008851853,0.001093694,0.02665184,0.0003065653,0.0001641991,0.00004170539,0.0002145177,0.0007678373,0.001084642,0.009771956,0.9596106],"study_design_scores_gemma":[0.0002164651,0.0009329348,0.02621822,0.04294667,0.003040829,0.004499485,0.0002830155,0.0003830623,0.001445109,0.003926802,0.9159874,0.0001200043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006582279,0.999724,0.00001834955,0.00007024128,0.00004379912,9.886062e-7,0.000003935614,8.545856e-7,0.0000719971],"genre_scores_gemma":[0.0005318374,0.9992188,0.00004154517,0.00005534547,0.00009104265,0.000001893933,0.000008053176,2.093276e-7,0.00005129615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001839189,"threshold_uncertainty_score":0.006074369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178561659122095,"score_gpt":0.3334399955920819,"score_spread":0.3016543790008609,"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."}}