{"id":"W2601510956","doi":"10.5167/uzh-119500","title":"Multiple-breath washout as a lung function test in cystic fibrosis. a cystic fibrosis foundation workshop report","year":2015,"lang":"en","type":"book-chapter","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Cystic fibrosis; Medicine; Lung function; Intensive care medicine; Clinical trial; Lung disease; Pulmonary function testing; Pediatrics; Lung; Pathology; Internal medicine","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":[0.001865208,0.0009887452,0.0005778152,0.001862232,0.0005086688,0.001673388,0.001031381,0.002846478,0.01987504],"category_scores_gemma":[0.00216196,0.000378746,0.000609535,0.0008258038,0.0006851658,0.002695264,0.0013733,0.004263762,0.01421022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370555,"about_ca_system_score_gemma":0.001135424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286657,"about_ca_topic_score_gemma":0.006066259,"domain_scores_codex":[0.9994272,0.0001215201,0.00005058111,0.0001018277,0.0002670922,0.00003174402],"domain_scores_gemma":[0.9990393,0.0004421579,0.00005477557,0.00003419641,0.0002903218,0.0001392508],"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":[0.00001893748,0.00003024758,0.00006589161,0.000231301,0.000003385945,0.00006939108,0.00009874886,0.00006976147,0.0002783713,0.003229438,0.8765678,0.1193367],"study_design_scores_gemma":[0.000006239915,0.00003168029,0.0003250423,0.0004318351,0.000003091924,0.0004240153,0.00002704134,0.00007589734,0.0001189551,0.001799711,0.9967484,0.000007849353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001256555,0.4955284,0.008755341,0.1430659,0.1145837,0.0004849552,0.001237156,0.0006546335,0.2344334],"genre_scores_gemma":[0.005210488,0.1995286,0.008925451,0.06418141,0.03804539,0.000352528,0.00113533,0.0003585011,0.6822624],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01987504,"threshold_uncertainty_score":0.06648868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995880667969077,"score_gpt":0.2664655717392144,"score_spread":0.2465067650595237,"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."}}