{"id":"W2617971791","doi":"10.1111/resp.13080","title":"Year in review 2016: Interstitial lung disease, pulmonary vascular disease, pulmonary function, paediatric lung disease, cystic fibrosis and sleep","year":2017,"lang":"en","type":"review","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Interior Health","funders":"","keywords":"Medicine; Cystic fibrosis; Pulmonary function testing; Interstitial lung disease; Lung disease; Lung; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Disease; Lung function; Restrictive lung disease; Pathology; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008409127,0.001509958,0.004210757,0.001091197,0.0004195426,0.000116084,0.0008669159,0.0007010509,0.0006099665],"category_scores_gemma":[0.001211097,0.001322704,0.002364618,0.0006123526,0.0006277294,0.0004265308,0.0008487041,0.001377254,0.0002603827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788641,"about_ca_system_score_gemma":0.001723631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005861819,"about_ca_topic_score_gemma":0.000003578262,"domain_scores_codex":[0.9923728,0.001128703,0.001973659,0.002288518,0.0008634506,0.001372947],"domain_scores_gemma":[0.9934546,0.0004225901,0.0009622078,0.002474376,0.0002282101,0.002457957],"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":[0.0137163,0.001305344,0.007799366,0.4543089,0.001376375,0.01342291,0.00001088158,0.000007846331,0.000001278888,0.0004641672,0.02228861,0.485298],"study_design_scores_gemma":[0.0007241269,0.0004620297,0.01704885,0.1023511,0.02435397,0.0001539754,0.000003653179,0.001134373,5.417057e-9,0.0002230391,0.852353,0.001191901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002456888,0.9909603,0.0001172373,0.0007901341,0.001443685,0.004132865,0.001538167,0.0001684557,0.0008246158],"genre_scores_gemma":[0.002549174,0.9877726,0.0000246051,0.0009745523,0.002622178,0.001284212,0.003310055,0.0002861756,0.001176453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8300644,"threshold_uncertainty_score":0.9997649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025985488421124,"score_gpt":0.3090932459372046,"score_spread":0.2888333910529934,"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."}}