{"id":"W2318670142","doi":"10.1016/j.jcf.2016.03.001","title":"Understanding the natural history and clinical implications of airways infections in CF — Moving beyond the classics","year":2016,"lang":"en","type":"editorial","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Calgary","funders":"","keywords":"Cystic fibrosis; Medicine; Natural history; Clinical microbiology; Cohort; Intensive care medicine; Lung function; Family medicine; Pathology; Lung; Internal medicine; Microbiology; 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":[0.01239499,0.003815609,0.004915159,0.00361763,0.0021443,0.008289869,0.004120948,0.01392532,0.005737127],"category_scores_gemma":[0.04460477,0.001134658,0.002750346,0.001533137,0.004121478,0.006960186,0.002113962,0.02664224,0.003045742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284698,"about_ca_system_score_gemma":0.003697563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547138,"about_ca_topic_score_gemma":0.003664478,"domain_scores_codex":[0.9936475,0.001572793,0.001330868,0.0006817116,0.002392154,0.0003750626],"domain_scores_gemma":[0.9462621,0.03506054,0.002644506,0.0008481877,0.01066916,0.00451542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009102296,0.00002758028,0.0001304354,0.0008178921,0.00005866066,0.0002331791,0.00006251849,0.00005307576,0.00008649541,0.0009588994,0.978993,0.01848714],"study_design_scores_gemma":[0.0001037576,0.0001016457,0.0009810452,0.002059299,0.0002014256,0.0008844075,0.0002417047,0.000294709,0.0001889677,0.00404169,0.9908378,0.00006352909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004543743,0.01390781,0.00009873055,0.03966591,0.9458702,0.000007262005,0.00002755885,0.00001783519,0.0003592536],"genre_scores_gemma":[0.0002179252,0.007224417,0.00004465208,0.007358529,0.9844182,0.000005509598,0.000007456456,0.000006279744,0.0007171611],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01392532,"threshold_uncertainty_score":0.0655517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237964922422041,"score_gpt":0.3526975074511845,"score_spread":0.3103178582269641,"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."}}