{"id":"W2035598727","doi":"10.1097/mcp.0b013e328358d49a","title":"The cystic fibrosis airway microbiome","year":2012,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; University of Calgary; Foothills Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cystic fibrosis; Intensive care medicine; Microbiome; Exacerbation; Antibiotics; Antibiotic therapy; Airway; Disease; Isolation (microbiology); Immunology; Bioinformatics; Microbiology; Internal medicine; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005193464,0.0008234661,0.00137389,0.001414794,0.0003314006,0.001058888,0.0005365298,0.001103048,0.004249348],"category_scores_gemma":[0.001055052,0.0002213586,0.0003668117,0.00125005,0.0003608648,0.001170277,0.000872856,0.001047799,0.002594058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799613,"about_ca_system_score_gemma":0.001246873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165597,"about_ca_topic_score_gemma":0.001681093,"domain_scores_codex":[0.9997908,0.0000428723,0.00002510279,0.00002978288,0.00008901044,0.00002231852],"domain_scores_gemma":[0.9996324,0.0001229561,0.00008114886,0.00001044646,0.000105636,0.00004749034],"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":[0.00003377454,0.00002027073,0.0002723775,0.01178086,0.00006026357,0.0001635791,0.00006977456,0.0001161249,0.001638387,0.001330454,0.05831931,0.9261948],"study_design_scores_gemma":[0.000008545901,0.00003816983,0.00167968,0.00567376,0.00006739819,0.001258729,0.00007809005,0.00003908864,0.0003349949,0.0007296763,0.9900784,0.00001338633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001070754,0.9979557,0.0000725078,0.0005254106,0.0005112005,0.000004221217,0.00001804876,0.000006405455,0.0007995729],"genre_scores_gemma":[0.0008329129,0.9976016,0.0001771963,0.0002673378,0.0004881338,0.000006047386,0.00003320029,0.000001467764,0.0005921295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004249348,"threshold_uncertainty_score":0.01421541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111690090581719,"score_gpt":0.4294790452243821,"score_spread":0.3177889546426632,"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."}}