{"id":"W3027262474","doi":"10.1183/13993003.00006-2020","title":"An observational study of the lung clearance index throughout childhood in cystic fibrosis: early years matter","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Institute of Infection and Immunity","funders":"Cystic Fibrosis Trust; National Institute for Health and Care Research","keywords":"Medicine; Cystic fibrosis; Observational study; Lung; Pediatrics; Index (typography); Lung function; 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":[0.00150275,0.0001995597,0.0005975332,0.0005206488,0.0009532029,0.0006761785,0.0004177405,0.00341095,0.001203113],"category_scores_gemma":[0.006690693,0.000260085,0.0003210262,0.001314172,0.000401018,0.0006442121,0.0003170581,0.002778673,0.0005353045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009377371,"about_ca_system_score_gemma":0.0008985735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717108,"about_ca_topic_score_gemma":0.0191588,"domain_scores_codex":[0.9986271,0.0005610127,0.0001670539,0.0002139042,0.0002375556,0.0001934062],"domain_scores_gemma":[0.9933334,0.002586825,0.001674219,0.0003287218,0.0009210837,0.001155757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005219478,0.00009823938,0.9704785,0.00004593571,0.00006920097,0.002761123,0.0002400347,0.000029485,0.0003654878,0.0001789245,0.01930898,0.005902018],"study_design_scores_gemma":[0.0001315313,0.0004498865,0.980751,0.0001909299,0.0001098572,0.008138782,0.0005000429,0.0006181638,0.000140559,0.000420292,0.008505927,0.00004295494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679715,0.007163548,0.0003362606,0.114277,0.001664376,0.00003811362,0.003449053,0.00003591651,0.005064189],"genre_scores_gemma":[0.9461306,0.00266614,0.000287489,0.04508875,0.003363546,0.00007683423,0.0007724832,0.00001884312,0.001595233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717108,"threshold_uncertainty_score":0.03414226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05418710761479741,"score_gpt":0.3312472722010998,"score_spread":0.2770601645863024,"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."}}